{"id":"W1974088743","doi":"10.1177/0885066615583794","title":"The Impact of Implementation of an ICU Consult Service on Hospital-Wide Outcomes and ICU-Specific Outcomes","year":2015,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Intensivist; Emergency medicine; Intensive care unit; Odds ratio; Mortality rate; Confidence interval; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00037307,0.0002043217,0.0008884808,0.0001826517,0.00003733531,0.000007865632,0.0001017546,0.00005053603,0.00003948597],"category_scores_gemma":[0.002316159,0.00008900198,0.000189102,0.000148272,0.0001676684,0.00008211478,0.00002466505,0.0001684335,0.000001456494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250562,"about_ca_system_score_gemma":0.0001769781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006300597,"about_ca_topic_score_gemma":0.00008640299,"domain_scores_codex":[0.9982309,0.00006977489,0.0008220553,0.0001279415,0.0005883379,0.0001610445],"domain_scores_gemma":[0.9857548,0.0007624997,0.0008462063,0.000263895,0.01210206,0.0002705353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004732759,0.000147427,0.9602652,0.0000350956,0.0009689453,0.0001087609,0.0110458,0.000006446216,0.0003582564,0.00003443562,0.01969343,0.006862933],"study_design_scores_gemma":[0.007544697,0.01061583,0.808063,0.0003917685,0.0003857539,0.00009698665,0.1696959,0.000002263588,0.002781448,0.00004722155,0.0003128568,0.00006221368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645867,0.003670373,0.000003635643,0.03084699,0.0004479398,0.0003314787,0.00002193622,0.000004249726,0.00008665033],"genre_scores_gemma":[0.9958985,0.0006892229,0.00007434385,0.003157018,0.0001312824,0.000004072795,0.00001835378,0.00001621402,0.0000109491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586501,"threshold_uncertainty_score":0.3629395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09203861850844804,"score_gpt":0.4262635266012991,"score_spread":0.3342249080928511,"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."}}