{"id":"W2219713661","doi":"10.1016/j.hrtlng.2015.10.040","title":"Association of severity of illness and intensive care unit readmission: A systematic review","year":2015,"lang":"en","type":"review","venue":"Heart & Lung","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Medicine; Intensive care unit; Intensive care medicine; Association (psychology); Critical illness; MEDLINE; Severity of illness; Psychiatry; Critically ill; Psychotherapist","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":[0.003255108,0.001213847,0.006953883,0.00385677,0.000462949,0.001757203,0.001441821,0.001653249,0.003677812],"category_scores_gemma":[0.01814692,0.001071023,0.0105771,0.006294496,0.0005526298,0.001603836,0.001338248,0.001555266,0.0002256933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545804,"about_ca_system_score_gemma":0.004365304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258437,"about_ca_topic_score_gemma":0.04796523,"domain_scores_codex":[0.9973176,0.0007212531,0.001069249,0.0003378305,0.0004202793,0.0001337657],"domain_scores_gemma":[0.9886242,0.007565199,0.002685208,0.0001683757,0.0007589877,0.0001981198],"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":[0.0007015509,0.00005755918,0.01355763,0.8409405,0.1166493,0.000177805,0.000221809,0.0001995182,0.0001939748,0.0001537578,0.002290903,0.02485573],"study_design_scores_gemma":[0.0009439694,0.0003989578,0.05209736,0.2660224,0.6692744,0.0005497763,0.0005480815,0.0002270491,0.0001699137,0.0003568263,0.009283442,0.0001278416],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004220209,0.9947572,0.0001109302,0.0001235068,0.00007264048,0.0001078526,0.0004652922,0.000006710919,0.0001356333],"genre_scores_gemma":[0.06816516,0.9297994,0.0007667129,0.0005068586,0.00008759063,0.0002065326,0.0003397893,0.000006069815,0.0001217823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01258437,"threshold_uncertainty_score":0.02502227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05019226544736848,"score_gpt":0.3723548601163008,"score_spread":0.3221625946689323,"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."}}