{"id":"W2626413778","doi":"10.1371/journal.pone.0179207","title":"Characteristics, clinical course, and outcomes of homeless and non-homeless patients admitted to ICU: A retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mechanical ventilation; Retrospective cohort study; Glasgow Coma Scale; Medical prescription; Intensive care; Emergency medicine; Logistic regression; Internal medicine; Intensive care medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009613863,0.0002144499,0.002110276,0.00006503446,0.0008839705,0.00004299594,0.0002695008,0.0002244223,0.00004280314],"category_scores_gemma":[0.001275052,0.000185004,0.00004582659,0.00006702924,0.0002025618,0.0001378044,0.000433949,0.000460142,0.00002499084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000554671,"about_ca_system_score_gemma":0.00008318378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008911557,"about_ca_topic_score_gemma":0.002423363,"domain_scores_codex":[0.9975486,0.0002986511,0.0008094524,0.0004608497,0.0005022225,0.0003802175],"domain_scores_gemma":[0.9973207,0.0003363322,0.0006595842,0.0006222741,0.0007604168,0.0003007529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023616,0.004737397,0.9824306,0.0001879775,0.0004778075,0.000004289287,0.01116515,1.950567e-9,0.00001056743,0.00005714342,0.000007101707,0.0008195478],"study_design_scores_gemma":[0.002107812,0.0006652664,0.9878352,0.0002915204,0.0002775642,4.709738e-9,0.008546951,0.000006978167,0.00001380333,0.00005093252,0.000003758081,0.0002002119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964303,0.00001976775,0.000003742165,0.0001371479,0.0003111759,0.002517822,0.0002136752,0.00003423546,0.0003321118],"genre_scores_gemma":[0.9990051,0.0001932068,0.00006823471,0.00005959887,0.0001954221,0.0001997895,0.00001629335,0.00003703258,0.0002252812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005404545,"threshold_uncertainty_score":0.7544245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07913881381195165,"score_gpt":0.4253369413897131,"score_spread":0.3461981275777615,"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."}}