{"id":"W3160833663","doi":"10.46747/cfp.6705318","title":"Practice Management Prep for family medicine residents","year":2021,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family medicine; Medicine; Practice management; Alternative medicine; Medical education; Psychology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004176165,0.0004771829,0.0007207834,0.0008207732,0.01137776,0.00345876,0.001792642,0.04010263,0.02342424],"category_scores_gemma":[0.02784405,0.0009203855,0.001057987,0.0007755292,0.002557649,0.003152577,0.003820679,0.03386696,0.0064244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008612664,"about_ca_system_score_gemma":0.02788361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06853391,"about_ca_topic_score_gemma":0.2383273,"domain_scores_codex":[0.9942729,0.001124945,0.0004422276,0.0005430538,0.00191398,0.001702852],"domain_scores_gemma":[0.9593697,0.008218669,0.002808562,0.0007352704,0.005675372,0.02319235],"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":[0.00001156862,0.00005071204,0.0015314,0.00003208719,0.000004001414,0.000681769,0.0001583453,0.00002106452,0.00009914204,0.0008363136,0.9867486,0.009825097],"study_design_scores_gemma":[0.0000969981,0.0001463279,0.009837708,0.000986508,0.0000193175,0.002702833,0.00170248,0.0003336548,0.0001784679,0.00361118,0.9803094,0.0000751569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004659174,0.0002361282,0.0000497331,0.9914371,0.003744161,0.00001435289,0.00003430912,0.00001513072,0.004003173],"genre_scores_gemma":[0.003664384,0.0004247815,0.0002900048,0.978792,0.008545833,0.0000351485,0.00003360396,0.00001595785,0.00819829],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06853391,"threshold_uncertainty_score":0.13627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09155720028364019,"score_gpt":0.4084870870896561,"score_spread":0.3169298868060159,"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."}}