{"id":"W2049245919","doi":"10.1136/bmj.39549.618426.db","title":"More than 10% of hospital deaths could be avoided, conference is told","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Emergency department; Socioeconomic status; Population; Observational study; Proxy (statistics); Ambulatory; Demography; Ambulatory care; Emergency medicine; Pediatrics; Gerontology; Health care; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002684253,0.001113911,0.0008887465,0.0008364354,0.001726879,0.002857197,0.00168836,0.01058866,0.08120095],"category_scores_gemma":[0.01432762,0.0003630423,0.002305468,0.0003925448,0.001077206,0.002654859,0.001969798,0.009038131,0.03816928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165101,"about_ca_system_score_gemma":0.005177337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919475,"about_ca_topic_score_gemma":0.02005705,"domain_scores_codex":[0.9982558,0.0004459545,0.0001800052,0.0001920944,0.0005481016,0.0003779407],"domain_scores_gemma":[0.9943318,0.001212786,0.0003245199,0.0003256866,0.002324536,0.001480594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006033441,0.00003238063,0.0003861251,0.0001208477,0.00001752046,0.00006440971,0.0000291221,0.0000275098,0.0001019624,0.0006850794,0.9737895,0.02468529],"study_design_scores_gemma":[0.0001005506,0.00004938241,0.001744559,0.0003797819,0.00002641632,0.00006504135,0.000219276,0.00007004988,0.0001037951,0.001083832,0.9961388,0.00001860337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009267282,0.01156375,0.0006470763,0.7937387,0.1518061,0.0001125949,0.00193239,0.0003277523,0.03894486],"genre_scores_gemma":[0.01584256,0.0319539,0.002578917,0.6119503,0.150198,0.0004903921,0.00313732,0.0003070772,0.1835417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08120095,"threshold_uncertainty_score":0.2716442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04761895974094391,"score_gpt":0.3290104261205747,"score_spread":0.2813914663796308,"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."}}