{"id":"W2335511537","doi":"10.1097/sla.0000000000001297","title":"Implementation of an Effective Strategy for Teaching Nontechnical Skills in the Operating Room","year":2015,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Debriefing; Medicine; Accreditation; Intervention (counseling); Teamwork; Graduation (instrument); Medical education; Physical therapy; Baseline (sea); Nursing","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":[0.00531322,0.001088065,0.0006575672,0.0009080873,0.0004312774,0.0006631074,0.001590839,0.001404699,0.002613598],"category_scores_gemma":[0.0190814,0.0003453054,0.0004048732,0.000285504,0.0005408626,0.0009266126,0.001168295,0.0007962927,0.0003454362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007674916,"about_ca_system_score_gemma":0.002577824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006280123,"about_ca_topic_score_gemma":0.001038005,"domain_scores_codex":[0.9951906,0.00246251,0.0004239146,0.0005218626,0.001078655,0.0003225266],"domain_scores_gemma":[0.9913045,0.004422883,0.001954404,0.0006952924,0.000609306,0.001013623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01679687,0.1755264,0.01645427,0.004318345,0.0002732436,0.0003175496,0.003281105,0.001764441,0.02894429,0.0002896665,0.001215553,0.7508183],"study_design_scores_gemma":[0.0323646,0.6778805,0.2073868,0.002567674,0.001240555,0.001000821,0.003162022,0.01019462,0.05008389,0.0005554199,0.01333087,0.0002322319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856142,0.0004693491,0.007993874,0.0003772871,0.0001095174,0.003971987,0.00004167569,0.0002125652,0.001209522],"genre_scores_gemma":[0.9200615,0.0007073746,0.07233562,0.0003891349,0.0001369911,0.005323282,0.00009833102,0.00001800972,0.0009298605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00531322,"threshold_uncertainty_score":0.0280993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.28047050925154,"score_gpt":0.4825011378001597,"score_spread":0.2020306285486196,"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."}}