{"id":"W2953136420","doi":"","title":"Evaluation of the Collaborator Objective Structured Clinical Examination (COSCE).","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"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":[0.01122066,0.0003850664,0.0005551224,0.001539285,0.0004203345,0.0008508647,0.0005129412,0.0004738146,0.00219821],"category_scores_gemma":[0.04595538,0.0001421518,0.0004070224,0.0005043314,0.0003926322,0.0005959169,0.001658602,0.0005532117,0.0005728831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005961654,"about_ca_system_score_gemma":0.002802652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003564632,"about_ca_topic_score_gemma":0.006451179,"domain_scores_codex":[0.9869365,0.008337101,0.0008996495,0.0007534996,0.002733703,0.0003393943],"domain_scores_gemma":[0.9688766,0.009219809,0.0034801,0.002032229,0.01408518,0.00230602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002713438,0.0006738113,0.6587141,0.0006644672,0.0003760188,0.0008797721,0.006321128,0.0008962975,0.01095038,0.001254402,0.01063123,0.305925],"study_design_scores_gemma":[0.0005236014,0.006026713,0.9437712,0.0005598931,0.0003462354,0.00456564,0.005346057,0.004466167,0.01088893,0.000649751,0.02269596,0.0001596174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499117,0.001786182,0.01295707,0.001084558,0.0002575383,0.001875202,0.001774051,0.0001759928,0.0301778],"genre_scores_gemma":[0.9787723,0.0004712591,0.01623412,0.0002092594,0.00005283842,0.0005433498,0.001044778,0.0000527032,0.002619289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01122066,"threshold_uncertainty_score":0.05934125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250472052503783,"score_gpt":0.3251108609222363,"score_spread":0.3026061403971985,"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."}}