{"id":"W1982716115","doi":"10.4236/health.2014.618274","title":"Prospectively Recording Errors Is Valuable in Reducing Complications","year":2014,"lang":"en","type":"article","venue":"Health","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Embarrassment; Human error; Medicine; Complaint; Prospective cohort study; Value (mathematics); Subject (documents); Risk analysis (engineering); Psychology; Computer science; Surgery; Social psychology; Political science; Law","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":[0.01477507,0.0005180671,0.000884501,0.002295493,0.001603917,0.003526423,0.00125049,0.001308259,0.00660277],"category_scores_gemma":[0.1695834,0.0004419282,0.0008270529,0.001947807,0.001236842,0.003483656,0.002852588,0.002027818,0.001824443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008934754,"about_ca_system_score_gemma":0.005375558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155485,"about_ca_topic_score_gemma":0.001994533,"domain_scores_codex":[0.973754,0.01364482,0.003845291,0.0007291952,0.00731976,0.0007069419],"domain_scores_gemma":[0.7916988,0.1047076,0.05557177,0.01897595,0.02435939,0.00468645],"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":[0.0005015157,0.0009455842,0.1134534,0.001336515,0.0001233828,0.0003253523,0.003593057,0.0005909383,0.001327401,0.002300878,0.008524295,0.8669776],"study_design_scores_gemma":[0.0002013981,0.006267766,0.7980456,0.01511258,0.0009342415,0.008672679,0.01809032,0.002701405,0.01050927,0.01816705,0.1208618,0.0004360042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6200477,0.04678629,0.09737162,0.09218891,0.00395809,0.001362056,0.00144804,0.002871542,0.1339657],"genre_scores_gemma":[0.9183995,0.01972152,0.04690491,0.005888992,0.002187876,0.0003144143,0.000617171,0.0002838788,0.005681637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477507,"threshold_uncertainty_score":0.07813895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317072734665896,"score_gpt":0.4705610709729097,"score_spread":0.3388537975063201,"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."}}