{"id":"W2919880573","doi":"10.1097/sla.0000000000003250","title":"Nontechnical Skill Assessment of the Collective Surgical Team Using the Non-Technical Skills for Surgeons (NOTSS) System","year":2019,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Construct validity; Reliability (semiconductor); Concurrent validity; Inter-rater reliability; Medical education; Physical therapy; Rating scale; Psychometrics; Psychology; Clinical 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":[0.008818758,0.0006915916,0.0004566977,0.00152118,0.0003903723,0.0006990343,0.0006613384,0.0004927426,0.002903332],"category_scores_gemma":[0.03435178,0.0002582156,0.0007948611,0.0004607904,0.0005672684,0.0007104886,0.001889975,0.0005165059,0.0006666076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000635498,"about_ca_system_score_gemma":0.001372693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217931,"about_ca_topic_score_gemma":0.003717876,"domain_scores_codex":[0.9890977,0.00477968,0.001514888,0.0009168885,0.003369779,0.0003210963],"domain_scores_gemma":[0.9594164,0.01387012,0.009085741,0.002441327,0.01355356,0.001632734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001412648,0.0008494838,0.7393421,0.001541273,0.0003344777,0.0002804392,0.007260192,0.002854284,0.0255769,0.0004752893,0.00322595,0.2168469],"study_design_scores_gemma":[0.000107975,0.003177898,0.9684004,0.0003106625,0.0001093426,0.0005504762,0.003655975,0.008927053,0.008109419,0.0004463469,0.006090872,0.0001135401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715655,0.000166778,0.01947503,0.0001422217,0.0001086909,0.001434812,0.000564079,0.0002099508,0.006333015],"genre_scores_gemma":[0.9528353,0.0002198851,0.04253663,0.00009252243,0.0000577625,0.001775015,0.000781656,0.00003341221,0.001667901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008818758,"threshold_uncertainty_score":0.04663861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416443345924197,"score_gpt":0.4029203232645496,"score_spread":0.2612759886721299,"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."}}