{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002221714,0.00006714876,0.0002037633,0.00007128614,0.0000502721,0.00000376925,0.00001265758,0.0001207426,0.0001121984],"category_scores_gemma":[0.001422867,0.00006002424,0.00008514722,0.0001097349,0.00001575842,0.00005498246,0.000002112047,0.0001002631,0.00001108476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008543768,"about_ca_system_score_gemma":0.00006619468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007184804,"about_ca_topic_score_gemma":0.00001535281,"domain_scores_codex":[0.9993163,0.00006172674,0.0002760679,0.0001076187,0.000100169,0.0001381428],"domain_scores_gemma":[0.99874,0.0001399496,0.000112026,0.0001327119,0.0008163737,0.00005900553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002967396,0.0003262399,0.946448,0.0003426736,0.0001274994,8.562718e-7,0.0001167439,0.00005098022,0.0007477344,0.004041188,0.002056861,0.04277387],"study_design_scores_gemma":[0.0283167,0.001832162,0.8491623,0.00007680673,0.0001232297,0.000007796183,0.00001162657,0.002620563,0.001626221,0.0002633075,0.1158503,0.0001089466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275112,0.000101903,0.05430035,0.001951574,0.001615586,0.003279991,0.00009992663,0.0001333136,0.01100616],"genre_scores_gemma":[0.9985551,0.000009511977,0.0001957444,0.0008569047,0.0001034853,0.00004961752,0.00002726049,0.00001300624,0.0001893942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137934,"threshold_uncertainty_score":0.2447717,"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."}}