{"id":"W2482675191","doi":"10.1503/cmaj.109-5298","title":"Older doctors under increasing regulatory scrutiny","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Association (psychology); Medicine; Family medicine; Law; Political science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02103088,0.0003322721,0.000799055,0.002726703,0.01216184,0.01024897,0.002137863,0.01891665,0.01756312],"category_scores_gemma":[0.1047499,0.0005472369,0.001282201,0.002500675,0.010694,0.00433202,0.004488561,0.01564933,0.001670474],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02317329,"about_ca_system_score_gemma":0.06641555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3429009,"about_ca_topic_score_gemma":0.4551715,"domain_scores_codex":[0.9645634,0.003723016,0.001514332,0.003039517,0.02000649,0.007153295],"domain_scores_gemma":[0.8777736,0.03900394,0.01068374,0.004150555,0.03805228,0.03033595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009493474,0.0000589253,0.01589746,0.0003461307,0.00005476359,0.001288086,0.00667343,0.0001025126,0.0007513703,0.04759809,0.861338,0.06579635],"study_design_scores_gemma":[0.00008134064,0.00009729483,0.04787798,0.001131915,0.0000525776,0.001008749,0.004862223,0.0001732924,0.0003295625,0.01032171,0.9339762,0.00008716662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01320741,0.008507632,0.0003659891,0.9134551,0.006305881,0.00003656707,0.0001455946,0.00008425452,0.05789153],"genre_scores_gemma":[0.1234653,0.009586673,0.0007087343,0.8301732,0.01486656,0.00003385452,0.0001998399,0.00007795876,0.02088789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9768267,"threshold_uncertainty_score":0.68181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740133089145654,"score_gpt":0.3681698825276101,"score_spread":0.3407685516361535,"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."}}