{"id":"W2473912624","doi":"10.1080/14739879.2016.1205835","title":"Family medicine resident OSCEs: a systematic review","year":2016,"lang":"en","type":"review","venue":"Education for Primary Care","topic":"Innovations in Medical Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Medical education; Medicine; Family medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01009757,0.001418115,0.005634618,0.008358375,0.0007168418,0.001930238,0.002091751,0.001811298,0.00494811],"category_scores_gemma":[0.04412078,0.001007209,0.00431881,0.0100018,0.0008182778,0.002611962,0.001563006,0.0008391173,0.0003869112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003203456,"about_ca_system_score_gemma":0.01035802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005586282,"about_ca_topic_score_gemma":0.016888,"domain_scores_codex":[0.9920138,0.002713548,0.002800106,0.0005025041,0.001710877,0.0002592885],"domain_scores_gemma":[0.9632161,0.02569596,0.006407126,0.0005248822,0.003781544,0.0003743927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001988624,0.00002975734,0.0009726036,0.9410362,0.003579543,0.0001075702,0.0002429575,0.00005247428,0.00009180804,0.0001008413,0.00145136,0.05213614],"study_design_scores_gemma":[0.000210081,0.0002929926,0.006216181,0.9395872,0.03366845,0.0005649527,0.000535835,0.00005580881,0.0002024706,0.0001207552,0.01851301,0.00003229507],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00140205,0.9975463,0.00008826103,0.0001617351,0.00006570465,0.0003294033,0.000174337,0.000006473028,0.0002256827],"genre_scores_gemma":[0.01588608,0.9824502,0.0005067356,0.000298472,0.00006335109,0.0005171663,0.0001720092,0.000003554391,0.0001023984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01009757,"threshold_uncertainty_score":0.05340171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970812533607684,"score_gpt":0.4213395371148121,"score_spread":0.3716314117787353,"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."}}