{"id":"W2286300429","doi":"10.1007/s00464-016-4782-4","title":"Evaluating the effect of distractions in the operating room on clinical decision-making and patient safety","year":2016,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; The Wilson Centre; McMaster University; University of Toronto; Mount Sinai Hospital","funders":"Harvard T.H. Chan School of Public Health","keywords":"Pager; Distraction; Medicine; Patient safety; Task (project management); Randomized controlled trial; Crossover study; Physical therapy; Surgery; Medical emergency; Psychology; Health care; Computer science","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":[0.003687907,0.000760559,0.0005077203,0.0004249357,0.0004557162,0.001106421,0.0007694385,0.0006815665,0.003126845],"category_scores_gemma":[0.05521849,0.0004095933,0.0007438248,0.0002847372,0.0007267462,0.00062812,0.0008730839,0.001146931,0.0003383065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006701276,"about_ca_system_score_gemma":0.002341191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090659,"about_ca_topic_score_gemma":0.001501941,"domain_scores_codex":[0.9967,0.001930564,0.0003119183,0.0002339576,0.000501795,0.000321835],"domain_scores_gemma":[0.9175233,0.06972098,0.005569896,0.001666363,0.001315632,0.004203857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2495348,0.0721367,0.3439387,0.002227029,0.002088246,0.0009170809,0.009979443,0.0218656,0.04235002,0.002194542,0.002571026,0.2501968],"study_design_scores_gemma":[0.01505827,0.2805965,0.6261644,0.0006795533,0.003220203,0.0008527889,0.007389542,0.02924627,0.02686211,0.003621703,0.005890869,0.0004178453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998902,0.00007516478,0.0003011361,0.00006778046,0.00002872116,0.00005514713,0.00004421648,0.00001020755,0.0005157688],"genre_scores_gemma":[0.997027,0.0001568661,0.002037782,0.00007777177,0.00003681397,0.0002047695,0.00008576314,0.000008534339,0.0003646906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003687907,"threshold_uncertainty_score":0.01950371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05843658413899166,"score_gpt":0.4555573399109781,"score_spread":0.3971207557719864,"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."}}