{"id":"W2316873803","doi":"10.1097/01.ccm.0000439810.21084.0d","title":"569","year":2013,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Receiver operating characteristic; Logistic regression; Emergency medicine; Retrospective cohort study; Population; Internal medicine; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001228482,0.0009110342,0.0005820098,0.001607966,0.001542334,0.003519002,0.001490412,0.002245028,0.572021],"category_scores_gemma":[0.004337546,0.0002756702,0.0006427066,0.001568647,0.0007705927,0.002087717,0.003015293,0.001669714,0.4927646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343741,"about_ca_system_score_gemma":0.002633541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612812,"about_ca_topic_score_gemma":0.002660102,"domain_scores_codex":[0.998524,0.0002450137,0.0001343773,0.0003899292,0.0005309205,0.0001757854],"domain_scores_gemma":[0.9981716,0.0002659433,0.0001191359,0.0002332209,0.0007690189,0.0004411213],"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":[0.0001391853,0.0001233857,0.002994384,0.0004280277,0.00001243465,0.0007635839,0.0003526052,0.0001079037,0.0008143147,0.01301145,0.6342989,0.3469539],"study_design_scores_gemma":[0.00001300679,0.00004204736,0.001516888,0.0002777938,0.000006232279,0.000777725,0.0002048501,0.00007341496,0.0001824804,0.001771164,0.9951242,0.0000102832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005203956,0.004085491,0.004716998,0.01121929,0.008112812,0.0003413725,0.005095959,0.001346857,0.9598773],"genre_scores_gemma":[0.01988607,0.004118241,0.002914437,0.008015409,0.002033728,0.0002380397,0.00581969,0.0004963664,0.9564781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.427979,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2841821876865261,"score_gpt":0.5399482877980614,"score_spread":0.2557661001115353,"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."}}