{"id":"W2917958688","doi":"10.1136/bmjopen-2018-023511","title":"Experiential knowledge of risk and support factors for physician performance in Canada: a qualitative study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Physicians and Surgeons of Ontario; University of Alberta","funders":"","keywords":"Medicine; Family medicine; Diversity (politics); Qualitative research; Quality management; Medical education; Experiential learning; Nursing; Psychology; Service (business)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009442955,0.000496468,0.0006048039,0.00179797,0.01734287,0.004800082,0.002109381,0.001289737,0.002852126],"category_scores_gemma":[0.01915576,0.0004655083,0.0003519735,0.002889088,0.01202481,0.001706311,0.004865672,0.00232973,0.0001657095],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04845175,"about_ca_system_score_gemma":0.08516887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8580831,"about_ca_topic_score_gemma":0.8954557,"domain_scores_codex":[0.9896287,0.004943633,0.0002773944,0.0005929521,0.001825404,0.002732039],"domain_scores_gemma":[0.9748064,0.01377307,0.001910673,0.0004984688,0.003904557,0.005106823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003317393,0.00005624684,0.00897046,0.00007506237,0.000002355955,0.0003718659,0.9858872,0.00002990845,0.0002746738,0.0004381706,0.0003430571,0.003517794],"study_design_scores_gemma":[0.000004674408,0.00003186865,0.008085873,0.00009838944,0.000003065685,0.00008244157,0.9874253,0.00006165897,0.000117783,0.00008507064,0.003991959,0.00001210653],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915379,0.0003501789,0.0005889902,0.00183141,0.00002268256,0.0001875799,0.0001223748,0.000009858986,0.005349045],"genre_scores_gemma":[0.9969134,0.0003438242,0.0003460138,0.0003661161,0.000006902424,0.00008254343,0.00004708959,0.000006487858,0.001887514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9515483,"threshold_uncertainty_score":0.3515437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619877823408047,"score_gpt":0.5518803002541747,"score_spread":0.38989251791337,"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."}}