{"id":"W7023825556","doi":"","title":"Playing Doctor: Judging Judges' Analyses of Medical Expert Evidence in Canadian Medical Malpractice Lawsuits","year":2022,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical malpractice; Malpractice; Liability; MEDLINE; Medical practice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03133236,0.0003879672,0.0008280441,0.006732115,0.01627107,0.01119838,0.002320278,0.003332438,0.007898214],"category_scores_gemma":[0.2022507,0.0004290966,0.0006106173,0.003884356,0.008607935,0.002910967,0.002099374,0.004527454,0.0003902642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04389561,"about_ca_system_score_gemma":0.06894408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.819813,"about_ca_topic_score_gemma":0.9387232,"domain_scores_codex":[0.9800891,0.006864721,0.0009331058,0.0008558256,0.008732143,0.002525143],"domain_scores_gemma":[0.8303357,0.1139052,0.003389316,0.001076038,0.04735252,0.003941279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001005285,0.0003447012,0.05609861,0.001121073,0.000324098,0.001763162,0.1281247,0.006982109,0.001856817,0.3711175,0.2777919,0.15347],"study_design_scores_gemma":[0.0002560171,0.0003065943,0.2565576,0.002991911,0.0006534209,0.0007176405,0.2244184,0.0274988,0.004438424,0.2292991,0.2522141,0.000648064],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5305268,0.008951542,0.01147641,0.1229932,0.001866809,0.001041983,0.0007977806,0.00009102251,0.3222544],"genre_scores_gemma":[0.9616653,0.001915728,0.007963461,0.00518425,0.0003434119,0.00009501514,0.0001307596,0.00004218604,0.02265991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180187,"threshold_uncertainty_score":0.3624964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3318782287841625,"score_gpt":0.6031823035351325,"score_spread":0.27130407475097,"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."}}