{"id":"W1992246530","doi":"10.1371/journal.pone.0074214","title":"Adverse Events Related to Emergency Department Care: A Systematic Review","year":2013,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta; Cochrane; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Emergency department; Adverse effect; MEDLINE; Cohort study; Randomized controlled trial; Systematic review; Psychological intervention; Emergency medicine; Family medicine; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007090259,0.0004441809,0.003436415,0.0001787314,0.0003124721,2.155106e-7,0.000479821,0.0004452775,0.003288482],"category_scores_gemma":[0.001774049,0.0003254134,0.0004089738,0.0006221719,0.00001053266,0.00007063424,0.0001794763,0.0008014835,0.04421808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006560292,"about_ca_system_score_gemma":0.0005053676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000973751,"about_ca_topic_score_gemma":0.000006412638,"domain_scores_codex":[0.9933451,0.001920978,0.002899944,0.0004816156,0.0008074514,0.000544937],"domain_scores_gemma":[0.9958554,0.0002107593,0.001971549,0.001120332,0.000354952,0.0004870156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[8.824319e-7,0.0002821379,0.00001128198,0.9932548,0.0006468518,0.000001600194,0.000528241,3.076551e-8,3.677666e-8,0.00004272602,0.003959738,0.001271613],"study_design_scores_gemma":[0.00009104201,0.00003591684,0.000003970266,0.6698505,0.006372056,4.384152e-7,0.00006829022,2.478595e-7,2.213867e-8,0.00000497479,0.3233658,0.0002067414],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005580348,0.9659864,0.000008062145,0.0004517161,0.0006625713,0.03036159,0.0001150568,0.0001377899,0.002271283],"genre_scores_gemma":[0.000002313401,0.9590941,0.000198581,0.0005901143,0.00006602833,0.02382771,0.0009851293,0.00007399115,0.01516203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3234044,"threshold_uncertainty_score":0.9999198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1864114587801634,"score_gpt":0.4421017069406637,"score_spread":0.2556902481605003,"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."}}