{"id":"W3011620692","doi":"10.1016/j.jsurg.2020.02.018","title":"Developing and Assessing the Feasibility of Implementing a Surgical Objective Structured Clinical Skills Examination (S-OSCE)","year":2020,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Faculty of Medicine, Dalhousie University","keywords":"Objective structured clinical examination; Medicine; Medical education; Educational measurement; Medical physics; Psychology; Curriculum","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0305195,0.0004534954,0.0003632871,0.000951178,0.0008832297,0.001432334,0.001152428,0.001188424,0.002065432],"category_scores_gemma":[0.08865495,0.0007236304,0.0008344305,0.0003465107,0.0009951983,0.001935881,0.002143926,0.001472108,0.000770624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677367,"about_ca_system_score_gemma":0.01388917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004612365,"about_ca_topic_score_gemma":0.01091118,"domain_scores_codex":[0.9852041,0.006491064,0.001675809,0.001084442,0.003937219,0.001607312],"domain_scores_gemma":[0.9457812,0.02770811,0.006592329,0.002670346,0.01405315,0.003194869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002578479,0.01491452,0.7742364,0.0003888198,0.0001345804,0.0002662151,0.006781654,0.001400405,0.007273267,0.0005753378,0.001926493,0.1895237],"study_design_scores_gemma":[0.0007359214,0.03678557,0.9110799,0.0003716255,0.0002152208,0.0006284544,0.01428656,0.01181939,0.01583065,0.0004487096,0.007640842,0.0001572026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928215,0.00003594245,0.002632463,0.000243594,0.0000400211,0.00203853,0.00006850058,0.00004792837,0.002071571],"genre_scores_gemma":[0.9506719,0.000141656,0.04473398,0.0002795896,0.00001789437,0.002270281,0.000288719,0.00001537963,0.001580638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0305195,"threshold_uncertainty_score":0.1614045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106410212594484,"score_gpt":0.467234102759347,"score_spread":0.3565930814998987,"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."}}