{"id":"W1989320238","doi":"10.1213/01.ane.0000086893.39567.d0","title":"Identification of Gaps in the Achievement of Undergraduate Anesthesia Educational Objectives Using High-Fidelity Patient Simulation","year":2003,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Checklist; Medical education; Curriculum; Auscultation; Identification (biology); Syllabus; Educational measurement; Airway management; Airway; Psychology; Anesthesia","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":[0.007594763,0.0002891369,0.0002563225,0.0009685765,0.0003048861,0.0009115596,0.000571588,0.0005173235,0.001523146],"category_scores_gemma":[0.04045369,0.00015211,0.0001945008,0.0004694555,0.0003842862,0.001017056,0.001373258,0.0004427554,0.0002448157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006266665,"about_ca_system_score_gemma":0.002324287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079989,"about_ca_topic_score_gemma":0.001255601,"domain_scores_codex":[0.9944227,0.002724986,0.0006675152,0.0002847038,0.001464508,0.0004355588],"domain_scores_gemma":[0.9683303,0.01772537,0.006985138,0.001474568,0.004152313,0.001332249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000392884,0.001182625,0.862609,0.0005062683,0.00004469603,0.0001770161,0.00592336,0.001959559,0.003361321,0.0002123484,0.0004011827,0.1232297],"study_design_scores_gemma":[0.0000319986,0.004470583,0.9568583,0.0005124421,0.00005032699,0.001171977,0.01055911,0.01191765,0.01073332,0.0005054774,0.003143473,0.00004540156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969206,0.0001144775,0.002260457,0.0001152722,0.000005345647,0.00004093937,0.00003672967,0.00001953209,0.000486717],"genre_scores_gemma":[0.9975056,0.00007517597,0.002227906,0.00002567083,0.000003438754,0.00002884876,0.0000556397,0.000001928904,0.00007571243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007594763,"threshold_uncertainty_score":0.04016542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670645234828628,"score_gpt":0.3345174220429025,"score_spread":0.3078109696946162,"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."}}