{"id":"W4389396579","doi":"10.1186/s13054-023-04753-7","title":"Critical illness among patients experiencing homelessness: a retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Critical Care","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta; University of Calgary","funders":"Alberta Health Services","keywords":"Medicine; Retrospective cohort study; Emergency department; Emergency medicine; Health care; Epidemiology; Cohort; Population; Cohort study; Internal medicine; Nursing; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006377128,0.0003688011,0.0004276045,0.0009095707,0.0009688732,0.0008747431,0.0004927604,0.000431151,0.0009606594],"category_scores_gemma":[0.001438383,0.0004338827,0.0004850735,0.001517709,0.0004287638,0.0005946123,0.0006110193,0.0006941063,0.0001815768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004261,"about_ca_system_score_gemma":0.001271517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07986315,"about_ca_topic_score_gemma":0.08510072,"domain_scores_codex":[0.9994231,0.00008452277,0.00005211042,0.0001535171,0.0001530634,0.0001336542],"domain_scores_gemma":[0.9989889,0.00007952542,0.0003990572,0.0001067515,0.0001601421,0.0002655736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003486751,0.00003045313,0.9993927,0.000003242899,0.00002047684,0.00006431963,0.0001031339,0.000005728969,0.00005059027,0.000005295001,0.00005342439,0.0002357633],"study_design_scores_gemma":[0.00001216234,0.0001451294,0.9987086,0.000008006406,0.00002081393,0.000333743,0.000536979,0.00007035132,0.00001738901,0.000008020138,0.000134806,0.000004107599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993982,0.00007421316,0.0000421649,0.00002286562,0.00000405011,0.00002384399,0.0003173813,0.00000157117,0.000115725],"genre_scores_gemma":[0.9992537,0.00008068513,0.00006994646,0.00004167932,0.000007537393,0.00001782557,0.0004576725,0.000001300239,0.00006962926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07986315,"threshold_uncertainty_score":0.1587965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817858343636067,"score_gpt":0.4299407565209485,"score_spread":0.3917621730845879,"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."}}