{"id":"W2081215872","doi":"10.1001/jama.290.14.1899","title":"Safety of Patients Isolated for Infection Control","year":2003,"lang":"en","type":"article","venue":"JAMA","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":573,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Agency for Healthcare Research and Quality; Brigham and Women's Hospital","keywords":"Medicine; Cohort; Adverse effect; Internal medicine; Infection control; Cohort study; Disease; Retrospective cohort study; Emergency medicine; Pediatrics; Intensive care medicine","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":[0.002417501,0.0001925197,0.0003444379,0.0005348886,0.0006498301,0.0007205753,0.0005674887,0.0004196177,0.003415032],"category_scores_gemma":[0.02269172,0.00009053593,0.0003675598,0.0007770745,0.0005726538,0.0004089969,0.0008962392,0.0006913817,0.0002603423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007315661,"about_ca_system_score_gemma":0.002121519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566978,"about_ca_topic_score_gemma":0.002715909,"domain_scores_codex":[0.9961646,0.001588917,0.0004586155,0.0003771806,0.001051233,0.0003594997],"domain_scores_gemma":[0.966668,0.006005349,0.01846312,0.001512239,0.003291182,0.004060217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000184717,0.00006963638,0.9745221,0.0001158813,0.00006693889,0.0002328216,0.0002841523,0.0001660059,0.000240315,0.0001089235,0.001062526,0.02294597],"study_design_scores_gemma":[0.00006018965,0.001112325,0.9921564,0.0002152366,0.00006153697,0.001480296,0.001089159,0.000950137,0.0004512115,0.0003575444,0.002052707,0.00001324618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924431,0.001269629,0.0009530919,0.001819609,0.00006882448,0.00006484461,0.0004293731,0.0000297924,0.002921672],"genre_scores_gemma":[0.9989424,0.0002252379,0.0002080966,0.0002482982,0.00006715413,0.0000137067,0.0002061395,0.000003108189,0.00008575639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003415032,"threshold_uncertainty_score":0.01278514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307098910588456,"score_gpt":0.2884828673367985,"score_spread":0.2754118782309139,"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."}}