{"id":"W1964335769","doi":"10.1227/01.neu.0000255466.22387.15","title":"PROSPECTIVE ERROR RECORDING IN SURGERY","year":2007,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Surgery; Prospective cohort study; Patient safety; American society of anesthesiologists; Neurosurgery; Near miss; Health care","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":[0.02187922,0.0005919834,0.0004857106,0.004899992,0.001306303,0.002075553,0.001117759,0.0007229649,0.001894453],"category_scores_gemma":[0.1386824,0.0004705427,0.0004876303,0.00604623,0.001257357,0.002053584,0.003968329,0.0009920261,0.0007349191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393689,"about_ca_system_score_gemma":0.003476207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004058283,"about_ca_topic_score_gemma":0.004840983,"domain_scores_codex":[0.9604201,0.01932889,0.009944225,0.002369612,0.007201316,0.0007357509],"domain_scores_gemma":[0.7216697,0.1119535,0.1134448,0.0176041,0.03250472,0.002823228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002387274,0.00007075231,0.9254451,0.0005016443,0.00007414079,0.0002768296,0.001687835,0.0008130409,0.0002900613,0.0006035442,0.003407999,0.06659051],"study_design_scores_gemma":[0.00003629379,0.0007171828,0.9641607,0.001418856,0.0001123589,0.00232552,0.004286311,0.004237159,0.002387462,0.00242821,0.01777143,0.0001185414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8910325,0.007516609,0.05764374,0.004113998,0.001145873,0.002368557,0.01189668,0.0006766862,0.02360537],"genre_scores_gemma":[0.9501336,0.003019761,0.03796885,0.0006164999,0.0004436886,0.0009896917,0.005205646,0.00007025629,0.001552073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02187922,"threshold_uncertainty_score":0.1157098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142555117101424,"score_gpt":0.4203835853572371,"score_spread":0.3061280736470948,"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."}}