{"id":"W2908715054","doi":"10.1503/cmaj.109-5697","title":"Are enhanced skills programs undermining family medicine?","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blame; Specialty; Existentialism; Medical education; Medicine; Family medicine; Political science; Psychiatry; Law","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":[0.0148097,0.0002662079,0.0005438077,0.001096406,0.002777742,0.005590137,0.001928399,0.005430303,0.01963442],"category_scores_gemma":[0.09116165,0.0002244455,0.0007334621,0.001588762,0.004601873,0.007333159,0.002189556,0.0062861,0.001220996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009811456,"about_ca_system_score_gemma":0.04654583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1187233,"about_ca_topic_score_gemma":0.1817597,"domain_scores_codex":[0.9915141,0.002475938,0.0004969565,0.0006607215,0.002634099,0.002218136],"domain_scores_gemma":[0.913571,0.0289754,0.01273728,0.00272289,0.02259921,0.01939428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005609678,0.0007510424,0.1123352,0.002303903,0.0002038175,0.000586158,0.003615667,0.0002323907,0.0005006293,0.06593479,0.2253822,0.5875931],"study_design_scores_gemma":[0.0005391031,0.0009237721,0.3983082,0.01184161,0.0004340541,0.001388272,0.01745114,0.0004231699,0.00118652,0.04188138,0.5254135,0.000209252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02378556,0.01399038,0.0003850205,0.9437333,0.003859762,0.00003877293,0.0003027651,0.00004903378,0.01385523],"genre_scores_gemma":[0.5237146,0.04229512,0.003144189,0.4107918,0.0121903,0.0001437977,0.0005675168,0.0001047582,0.007047897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8812767,"threshold_uncertainty_score":0.2360646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615657056338249,"score_gpt":0.3882581804340883,"score_spread":0.3521016098707058,"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."}}