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Identifying Scientific and Technical “Unicorns” Cover

Identifying Scientific and Technical “Unicorns”

By: Lucy L. Xu,  Miao Qi and  Fred Y. Ye  
Open Access
|Sep 2020

Figures & Tables

Figure 1

A designed model for informetric “unicorn.”
A designed model for informetric “unicorn.”

Figure 2

Fitting curves of the linear model for scientific and technical “unicorns.”
Fitting curves of the linear model for scientific and technical “unicorns.”

The scientific and technical “unicorns” in other five disciplines (2000–2012)_

YearScientific papers (absolute number)Technical patents (absolute number)


ChemistryMultidisciplinary SciencesComputer SciencePhysicsAstronomy & AstrophysicsComputing & Calculating & CountingBasic Electric ElementsAgricultureElectric Communication TechniqueSports & Games & Amusement
200000000161044
20010210090021
20021001060000
20031000154100
20042120004510
20050300023500
20061121024000
20074100023000
20086200032000
20093422020000
20108001000000
20111111210000
20120300220000
Total271886550211175

The annual distribution of biomedical “unicorns” (2000–2012)_

Year/Biomedical unicornsScientific papersTechnical patents


Absolute numberRelative ratio (%)Absolute numberRelative ratio (%)
200020.000250.0007
200120.000260.0008
200220.000210.0001
200340.000410.0001
200460.000610.0001
200530.000390.0010
200630.0003100.0011
200770.0006240.0022
200850.0004350.0030
2009190.0015100.0008
2010180.001430.0002
201180.000100.0000
2012160.000210.0001
Total950.00071060.0008

A selected top 10 technical patents of biomedical “unicorns” (2001–2010)_

CodeTitleInventor(s)Patent No.CT
Pn1Producing humanized immunoglobulin, involves producing a cell containing DNA segments encoding humanized heavy and light chain variable regions, and expressing the DNA segments in the cellQUEEN C L; SELICK H EUS6180370-B1;2001542
Pn2Analyte level monitoring device for diabetes treatment, has transmitter arranged on substrate of electrochemical sensor, for transmitting signal indicating analyte level in bodily fluidHELLER A; DRUCKER S M; JIN R Y; FUNDERBURK J V; et al.WO200258537-A2; US2003100821-A1; US6560471-B1; 2002514
Pn3Spinal cord stimulation system includes surgical components, which consist of insertion needle and tunneling tools to aid implantation of electrode array and lead extensionMEADOWS P; MANN C M; PETERSON D K; et al.US6516227-B1;2003674
Pn4Surgical stapling instrument for laparoscopic and endoscopic clinical procedure has firing device that has a distally presented cutting edge longitudinally received between the elongated channel and the anvilSHELTONIV FE; SETSER M E; HEMMELGARN B J; et al.EP1479349-A1; US2004232196-A1; CA2467795-A1; 2004514
Pn5Surgical instrument for endoscopically inserting end effector, e.g. endo-cutter, grasper, cutter, and staplers, includes articulation control comprising actuator, and motion conversion mechanismWALES K SUS2005006430-A1; CA2473482-A1; JP2005028148-A; 2005717
Pn6Surgical instrument e.g. endo-cutter for use during fastening of buttress pads to tissue, comprises staple applying assembly attached to elongate shaft, which includes opposing tissue compression surfacesSHELTON F E; SHELTON F; WALES K S; et al.EP1621141-A2; JP2006043451-A; US2006025816-A1;2006722
Pn7Medical device e.g. surgical stapler, for e.g. stapling tissue, has articulation joint actuator to hold passive joint and end effector in fixed articulation state during unactuated state and to release joint during actuated stateSMITH K W; PALMER M A; KLINE K R; et al.US2007187453-A1; US7404508-B2; AU2015201382-B2; 2007817
Pn8Surgical stapling apparatus includes drive assembly that is supported in the tool assembly and which has a knife blade disposed in an elongated longitudinal slot formed by the anvil plate and the staple cartridgeTARINELLI D; ARANYI E; SIMPSON R; et al.WO2008109125-A1; US2009134200-A1; AU2008223389-A1; 2008674
Pn9Disposable loading unit for endoscopic surgical stapling instrument for incising fastened tissue, has anvil portion that is provided with staple-deforming cavity, and cover plate is secured for supporting anvil portionARMSTRONG G A; BLAIR G B; BRUEWER D B; et al.EP2090235-A2; US2009206140-A1; CN101507634-A; 2009571
Pn10Motor e.g. stepper motor, driven surgical cutting and fastening instrument i.e. endoscopic instrument, for use by e.g. physician for endoscopic application, has motor with operational modes for portions of cutting stroke cycle of instrumentLAURENT R J; SHELTON F E; SMITH B W; et al.EP2165664-A2; JP2010075694-A; US2010076474-A1;2010675

The overall conclusive data of scientific and technical “unicorns” (2000–2012)_

YearScientific papersTechnical patents


WoS total papersAbsolute unicorn numberUr: Relative unicorn ratio (%)DII total patentsAbsolute unicorn numberUr: Relative unicorn ratio (%)
2000874,54220.0002672,139330.0049
2001872,37050.0006729,168210.0029
2002889,51940.0004786,869120.0015
2003927,04760.0006791,486160.0020
2004967,440110.0011824,382130.0016
20051,016,23160.0006893,139220.0025
20061,070,30280.0007924,045170.0018
20071,122,363130.00121,085,298300.0028
20081,201,425150.00121,163,732410.0035
20091,251,718300.00241,224,936120.0010
20101,294,375280.00221,384,96030.0002
20111,373,399160.00121,473,87610.0001
20121,441,144210.00151,774,92030.0002
Total14,301,8751650.001213,728,9502240.0016

A comparison of theoretical (predictive) and empirical values_

CodeScientific papersTechnical patents


theoreticalempiricaltheoreticalEmpirical
P17,2058,204453593
P26,7556,746444554
P313,0288,725426617
P411,3545,813417511
P57,6197,062426556
P67,2865,151462832
P76,0358,339498542
P87,4217,661543751
P97,3678,688516566
P106,0896,463444507
RMSE0.21270.21270.09230.0923

The fitting parameters of scientific and technical “unicorns” (p<0_01)_

CodeScientific papersTechnical patents


Eq. (3)Eq. (2)Eq. (3)Eq. (2)
B121.364121.3648.0578.057
a19.895148.0058.98813.196
Obs80580510081008
R20.6500.6420.5410.522
R2adj0.6090.6000.4900.469
RSE506.307506.30724.37224.372
F15.89715.36210.5629.793

A selected top 10 scientific papers of biomedical “unicorns” (2001–2010)_

CodeTitleAuthor(s)SourceCT
Pr1Initial sequencing and analysis of the human genomeLander, ES et al.NATURE2001, 409(6822):860–921.8,725
Pr2Reduction in the incidence of type 2 diabetes with lifestyle intervention or metforminKnowler, WC; Barrett-Connor, E; Fowler, SE; et al.NEW ENGLAND JOURNAL OF MEDICINE.2002, 346(6):393–403.5,151
Pr3Measuring inconsistency in meta-analysesHiggins, JPT; Thompson, SG; Deeks, JJ; et al.BRITISH MEDICAL JOURNAL2003, 327(7414):557–5605,443
Pr4MicroRNAs: Genomics, biogenesis, mechanism, and functionBartel, DPCELL2004, 116(2):281–297.8,688
Pr5Arlequin (version 3.0): An integrated software package for population genetics data analysisExcoffier, Laurent; Laval, Guillaume; Schneider, StefanEVOLUTIONARY BIOINFORMATICS2005, 1:47–50.7,808
Pr6Induction of pluripotent stem cells from mouse embryonic and adult fibroblast cultures by defined factorsTakahashi, Kazutoshi; Yamanaka, ShinyaCELL2006, 126(4):663–676.8,826
Pr7Induction of pluripotent stem cells from adult human fibroblasts by defined factorsTakahashi, Kazutoshi; Tanabe, Koji; Ohnuki, Mari; Narita, et al.CELL2007, 131(5):861–872.8,029
Pr8Analyzing real-time PCR data by the comparative C-T methodSchmittgen, Thomas D.; Livak, Kenneth J.NATURE PROTOCOLS2008, 3(6):1101–1108.7,665
Pr9MicroRNAs: Target Recognition and Regulatory FunctionsBartel, David P.CELL2009, 136(2):215–233.10,328
Pr10PHENIX: a comprehensive Python-based system for macromolecular structure solutionAdams, Paul D.; Afonine, Pavel V.; Bunkoczi, Gabor; et al.ACTA CRYSTALLOGRAPHICA SECTION D-STRUCTURAL BIOLOGY2010, 66(2):213–221.11,194
DOI: https://doi.org/10.2478/jdis-2021-0002 | Journal eISSN: 2543-683X | Journal ISSN: 2096-157X
Language: English
Page range: 96 - 115
Submitted on: Mar 1, 2020
Accepted on: Jul 24, 2020
Published on: Sep 22, 2020
Published by: Chinese Academy of Sciences, National Science Library
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2020 Lucy L. Xu, Miao Qi, Fred Y. Ye, published by Chinese Academy of Sciences, National Science Library
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.