{"id":"W2900203432","doi":"10.1503/cmaj.70447","title":"Doctor, physician, professor, teacher","year":2018,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jurisdiction; Medicine; Medical education; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001253001,0.0003801501,0.0004483724,0.0005030449,0.00316094,0.002276598,0.0006342273,0.00832515,0.04274883],"category_scores_gemma":[0.0136875,0.0003611236,0.000279506,0.0003758966,0.001157346,0.002635449,0.001150028,0.01209421,0.02709732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002560525,"about_ca_system_score_gemma":0.004871879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00494657,"about_ca_topic_score_gemma":0.0142012,"domain_scores_codex":[0.9989034,0.0001868154,0.00008766388,0.000219595,0.0003712561,0.000231283],"domain_scores_gemma":[0.9963933,0.0005479269,0.0001660757,0.00007972778,0.0008988403,0.001914195],"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":[0.00000615505,0.000007286683,0.0001512435,0.00001380461,6.076635e-7,0.0003099801,0.00004044497,0.000005885795,0.00003350066,0.0006175921,0.9948919,0.003921755],"study_design_scores_gemma":[0.0000145693,0.00002007525,0.0005090226,0.00009971801,0.00000179471,0.002425428,0.0003085397,0.00004406629,0.00004482007,0.001118168,0.9954036,0.00001006783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005661435,0.003678977,0.0002205959,0.9048312,0.06612706,0.00002826961,0.0001125627,0.00007164769,0.02436351],"genre_scores_gemma":[0.009923024,0.004439722,0.0004965682,0.8306059,0.03469225,0.00004667343,0.00007190776,0.0000486081,0.1196754],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04274883,"threshold_uncertainty_score":0.1430091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447928965624094,"score_gpt":0.2469447923032136,"score_spread":0.2324655026469726,"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."}}