{"id":"W1991889842","doi":"10.1016/s0022-3468(03)00396-8","title":"Incidence of medical error and adverse outcomes on a pediatric general surgery service","year":2003,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Incidence (geometry); Adverse effect; Emergency medicine; Incident report; Patient safety; Pediatrics; Health care; Internal medicine","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":[0.000618159,0.0003825555,0.0004918018,0.002112933,0.001322358,0.0009161273,0.0008433452,0.001197103,0.003541534],"category_scores_gemma":[0.006564461,0.0004792018,0.001011815,0.001726957,0.0005878455,0.0009847747,0.001228389,0.001847042,0.0004636123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982633,"about_ca_system_score_gemma":0.002072969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02834679,"about_ca_topic_score_gemma":0.03073503,"domain_scores_codex":[0.9982828,0.0003394987,0.0002091019,0.0001583658,0.0004429119,0.0005673331],"domain_scores_gemma":[0.9890646,0.00137016,0.005028935,0.0003276423,0.001387982,0.002820662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008936208,0.00007839281,0.9980173,0.000006297281,0.00003135295,0.0004470768,0.0001305389,0.00008367375,0.00006924346,0.00001684038,0.0001761881,0.0008537063],"study_design_scores_gemma":[0.000005252984,0.0002457115,0.9973526,0.000009189403,0.00002017017,0.0009935925,0.0009623848,0.0002014046,0.00005443469,0.00001908337,0.0001267004,0.000009426775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984107,0.00008694624,0.00003424582,0.0001267184,0.00001184291,0.00001174522,0.0003864946,0.00000648394,0.0009247315],"genre_scores_gemma":[0.9990638,0.000168807,0.00006794206,0.00006216017,0.00003028841,0.000008200586,0.0003527704,0.000004037561,0.0002420811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02834679,"threshold_uncertainty_score":0.05636364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09573764074477897,"score_gpt":0.3973711365246999,"score_spread":0.3016334957799209,"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."}}