{"id":"W2036765052","doi":"10.1007/bf03016633","title":"Simulation performance checklist generation using the Delphi technique","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Wilson Centre; Health Sciences Centre; Women's College Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Checklist; Inter-rater reliability; Delphi method; Reliability (semiconductor); Intraclass correlation; Repeated measures design; Computer science; Variance (accounting); Delphi; Psychology; Applied psychology; Statistics; Psychometrics; Clinical psychology; Artificial intelligence; Mathematics; Rating scale","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003110839,0.0002610189,0.0003816161,0.0009790002,0.001047692,0.0001576052,0.0003166754,0.0002461187,0.0001843074],"category_scores_gemma":[0.0003217945,0.0002067746,0.0001970178,0.0007470592,0.0001922891,0.0004402418,0.000003554205,0.0009852492,0.000005391477],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025106,"about_ca_system_score_gemma":0.00910751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005239536,"about_ca_topic_score_gemma":0.00440849,"domain_scores_codex":[0.9971588,0.0001307971,0.001182435,0.0001821836,0.0006117758,0.0007340159],"domain_scores_gemma":[0.9942464,0.0002384955,0.0008775438,0.0003189893,0.002452404,0.001866208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005217817,0.0001043388,0.4303119,0.0002448159,0.0002122043,0.1604996,0.01168717,0.3819884,0.001374821,0.000403059,0.00258634,0.01006557],"study_design_scores_gemma":[0.000644775,0.0005848939,0.05983374,0.0003165402,0.0001680827,0.9122009,0.001818692,0.01905629,0.000791,0.00005230871,0.004253762,0.0002789996],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913698,0.0006035686,0.002205489,0.004712546,0.0005531286,0.0004258079,0.000001520495,0.00001053552,0.0001175312],"genre_scores_gemma":[0.9941991,0.00001403013,0.002285588,0.0004071328,0.00289408,0.00000299318,0.00001060861,0.00005567332,0.0001308261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7517013,"threshold_uncertainty_score":0.9965099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105206755990778,"score_gpt":0.310389532042002,"score_spread":0.2693374644820943,"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."}}