{"id":"W2896421691","doi":"10.1016/j.jamcollsurg.2018.07.309","title":"Factors Associated with Surgeons’ Perception of Distraction in the Operating Room","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Distraction; Perception; Cognitive psychology; Neuroscience","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":[0.0009999354,0.0001533603,0.0001524573,0.0005920846,0.0006113657,0.001024196,0.0003472086,0.0004750791,0.008525592],"category_scores_gemma":[0.02538793,0.0001564868,0.000286103,0.0003931619,0.0003617792,0.0004285065,0.0005748012,0.0008238009,0.0006260623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004116946,"about_ca_system_score_gemma":0.001118032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004086773,"about_ca_topic_score_gemma":0.006660483,"domain_scores_codex":[0.9989859,0.0002385051,0.0001590202,0.00008081659,0.000359691,0.000176141],"domain_scores_gemma":[0.9705009,0.01363325,0.009645649,0.0004809156,0.002364967,0.00337433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003732792,0.0002511792,0.9818683,0.00009781231,0.00003835389,0.0002584326,0.003256486,0.0000881284,0.000666446,0.00007171652,0.001986393,0.01104342],"study_design_scores_gemma":[0.00001211591,0.0001751555,0.9917849,0.00005833483,0.00001940697,0.0003219886,0.006371494,0.000136504,0.000134409,0.00007425121,0.0008951607,0.00001630568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958524,0.0002413015,0.0001380696,0.0007794421,0.00005365712,0.00002388769,0.0001939228,0.000006448541,0.002710819],"genre_scores_gemma":[0.9984255,0.0002595719,0.0002572475,0.0001909843,0.00005534136,0.00002847873,0.0001863856,0.000006065618,0.0005904384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008525592,"threshold_uncertainty_score":0.02852088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09339399122210366,"score_gpt":0.3597539295480274,"score_spread":0.2663599383259237,"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."}}