{"id":"W2182567626","doi":"","title":"Knowledge of CanMEDS-Family Medicine roles: survey of Canadian family medicine residents.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Family medicine; Medicine; Alternative medicine; Medical education; Pathology","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":[0.001343668,0.0001872508,0.0001764922,0.0009118666,0.001265004,0.000435771,0.0006151886,0.000391152,0.003309055],"category_scores_gemma":[0.006181514,0.0002033227,0.0002000955,0.001518627,0.0004931032,0.0004362084,0.0006115783,0.0004393024,0.0003818222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006578152,"about_ca_system_score_gemma":0.0123949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8704272,"about_ca_topic_score_gemma":0.9220898,"domain_scores_codex":[0.9988439,0.0001193332,0.00005388615,0.0000825042,0.0006672368,0.0002329868],"domain_scores_gemma":[0.9958172,0.0003923096,0.001119314,0.0000643964,0.001454566,0.001152138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005769594,0.0001118768,0.9720786,0.0001834659,0.00002044497,0.0001106304,0.00470991,0.00004567299,0.0002344742,0.00004001534,0.005479384,0.01692782],"study_design_scores_gemma":[0.000006207543,0.0000507415,0.9941927,0.00005145853,0.000005127647,0.00007432635,0.003129301,0.00006489657,0.00004443663,0.000005943094,0.002368348,0.000006539187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896545,0.0008258654,0.0000799856,0.001373317,0.00002158892,0.0001076514,0.002940448,0.00001039476,0.004986109],"genre_scores_gemma":[0.9965968,0.0007665114,0.0002600265,0.0003599321,0.00001180144,0.00005037143,0.0008198397,0.000002767073,0.001131997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295728,"threshold_uncertainty_score":0.2606717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583789018878075,"score_gpt":0.3987691473330841,"score_spread":0.2403902454452767,"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."}}