{"id":"W2336019878","doi":"10.1136/bmjinnov-2015-000079","title":"How does venture capital operate in medical innovation?","year":2016,"lang":"en","type":"article","venue":"BMJ Innovations","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Mandate; Venture capital; Health care; Business; Scholarship; Health technology; Public relations; Capital (architecture); Population; Entrepreneurship; Social venture capital; Marketing; Economic growth; Economics; Political science; Finance; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005835369,0.0001546235,0.0001607392,0.0006733453,0.000130239,0.0002770494,0.0003302863,0.0001501331,0.0007151937],"category_scores_gemma":[0.001448678,0.00009370996,0.00003255181,0.002541759,0.00009367977,0.001877002,0.0002233461,0.0001903797,0.0002261454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004816903,"about_ca_system_score_gemma":0.00008714693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000335489,"about_ca_topic_score_gemma":0.0001889308,"domain_scores_codex":[0.998629,0.000009104936,0.0004071659,0.0002568683,0.0004123067,0.0002855044],"domain_scores_gemma":[0.9990929,0.00004015057,0.0001728631,0.0002524741,0.0004310883,0.00001049834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000123156,0.0001079666,0.02507488,0.00003520662,0.0000162412,0.00003772097,0.00005106237,6.955929e-7,0.003606401,0.9497314,0.01303854,0.008287564],"study_design_scores_gemma":[0.005146666,0.00003413152,0.2643545,0.0007226091,0.00003322102,0.00002818656,0.001599217,0.0003957569,0.00123379,0.1379977,0.5870898,0.001364408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555071,0.00001959243,0.00172166,0.1371372,0.001004164,0.0003289038,0.00001180064,0.0001217506,0.004147831],"genre_scores_gemma":[0.991781,0.000005065387,0.00009181341,0.004725968,0.001794141,0.00008009932,0.00008688486,0.00001915071,0.001415904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8117337,"threshold_uncertainty_score":0.783087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163453189273825,"score_gpt":0.2742680460076589,"score_spread":0.2526335141149207,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}