{"id":"W2105930528","doi":"10.1016/j.amjsurg.2011.01.016","title":"Surgeon's vigilance in the operating room","year":2011,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Simon Fraser University; University of British Columbia","funders":"","keywords":"Workload; Vigilance (psychology); Eye tracking; Simulator sickness; Task (project management); Alertness; Virtual reality; Medicine; Patient safety; Simulation; Surgery; Medical physics; Psychology; Computer science; Artificial intelligence; Engineering","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":[0.00224686,0.0001719225,0.0001547489,0.0004975133,0.002902847,0.002518394,0.0006394087,0.001433973,0.003663472],"category_scores_gemma":[0.020142,0.0002379246,0.0002702258,0.0001707396,0.001056085,0.001024611,0.001512049,0.003159545,0.0005108131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706295,"about_ca_system_score_gemma":0.003952538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007710376,"about_ca_topic_score_gemma":0.01354808,"domain_scores_codex":[0.9972695,0.001489902,0.0001497998,0.0001486111,0.0005719792,0.0003702645],"domain_scores_gemma":[0.9893981,0.002760089,0.001835077,0.0003005587,0.001836822,0.003869402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035636,0.0007662653,0.5090144,0.0004174293,0.0002855335,0.006478122,0.07082365,0.001153675,0.0139298,0.00941813,0.1201097,0.2665676],"study_design_scores_gemma":[0.00005692226,0.001292134,0.7297208,0.001227058,0.0001280542,0.009748269,0.1000764,0.001938843,0.00425225,0.007437244,0.1438814,0.0002405816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8276774,0.002255458,0.003369862,0.05350666,0.002434249,0.00003927788,0.00008344425,0.0001803434,0.1104533],"genre_scores_gemma":[0.9939805,0.0004994009,0.0006470212,0.002463082,0.0002393849,0.000009988574,0.00001807096,0.00001918711,0.002123327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007710376,"threshold_uncertainty_score":0.01533097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09660320331562712,"score_gpt":0.3061530680394255,"score_spread":0.2095498647237984,"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."}}