{"id":"W3008358319","doi":"10.1177/1558944720906500","title":"Medical Malpractice in Nerve Injury of the Upper Extremity","year":2020,"lang":"en","type":"article","venue":"Hand","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Medicine; Malpractice; Indemnity; Medical malpractice; Carpal tunnel syndrome; Orthopedic surgery; Liability; Nerve injury; Surgery; Actuarial science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00324335,0.0002548222,0.0003858024,0.003311314,0.0009812242,0.00126482,0.000712573,0.0008281379,0.007248627],"category_scores_gemma":[0.02167698,0.0001645808,0.0004465094,0.00559959,0.001065595,0.0009318698,0.002029245,0.0007956196,0.0008041967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097985,"about_ca_system_score_gemma":0.002247158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327799,"about_ca_topic_score_gemma":0.005992162,"domain_scores_codex":[0.9948015,0.001161551,0.001122996,0.0004301794,0.002154098,0.00032961],"domain_scores_gemma":[0.9698051,0.007141761,0.01952503,0.0008592093,0.001851071,0.0008180002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008992462,0.0001211934,0.920971,0.0008068624,0.0001595449,0.001979898,0.000521672,0.0004597145,0.000185584,0.001171226,0.01028898,0.06324425],"study_design_scores_gemma":[0.00002263723,0.0001532613,0.9624429,0.002027964,0.0001569411,0.01031972,0.0009443082,0.0008809087,0.0003435646,0.002988249,0.01969834,0.00002105486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9107636,0.04124099,0.003055013,0.008254828,0.0003140455,0.0002558888,0.01065865,0.00009204741,0.02536489],"genre_scores_gemma":[0.9800118,0.01177153,0.001132658,0.001196468,0.0003261612,0.00006568765,0.004181431,0.00001054777,0.001303666],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007248627,"threshold_uncertainty_score":0.02424914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07680804592049427,"score_gpt":0.4368151378485061,"score_spread":0.3600070919280118,"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."}}