{"id":"W3206827487","doi":"10.1503/cmaj.210794","title":"Physician, heal thyself","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Alternative medicine; Medical emergency; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001950569,0.0004707781,0.0004836447,0.0007951626,0.005099809,0.005065542,0.0007181099,0.004060036,0.06542891],"category_scores_gemma":[0.0211487,0.0002607889,0.0003221563,0.0003477139,0.003221496,0.004729011,0.00327965,0.008617992,0.03739073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773944,"about_ca_system_score_gemma":0.006457105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668568,"about_ca_topic_score_gemma":0.008149832,"domain_scores_codex":[0.997174,0.0008330218,0.0001200434,0.0003015345,0.001144767,0.0004266078],"domain_scores_gemma":[0.9872786,0.001154826,0.0006524855,0.0004242803,0.003543514,0.006946308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001127272,0.0000755359,0.001120464,0.0001030578,0.000006495101,0.0004465687,0.001960564,0.00001242172,0.0001718484,0.003023034,0.9448062,0.04826258],"study_design_scores_gemma":[0.00001808148,0.00006467808,0.001164957,0.0005421054,0.00000801333,0.003457405,0.003892639,0.00002363651,0.00005487812,0.002838949,0.9879176,0.00001697738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004598274,0.0197728,0.002016325,0.7106268,0.06626982,0.0001065298,0.0001370484,0.0004639933,0.1960085],"genre_scores_gemma":[0.04764166,0.02280762,0.003747357,0.5978469,0.02275545,0.000128905,0.0001458937,0.0002629033,0.3046633],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06542891,"threshold_uncertainty_score":0.2188815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119650697980467,"score_gpt":0.2989281451746716,"score_spread":0.2869630753766249,"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."}}