{"id":"W2315823426","doi":"10.1097/00003246-200412001-00271","title":"A COMPARISON OF PATIENT OUTCOMES FOR ICU ADMISSIONS DURING WEEKDAYS VS. WEEKENDS","year":2004,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Phoenix; Epidemiology; Emergency medicine; Presentation (obstetrics); Intensive care; MEDLINE; Medical emergency; Intensive care medicine; Family medicine; Internal medicine; Surgery","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":[0.00008539684,0.0002442113,0.0009985194,0.0001705562,0.0001608182,0.000005364892,0.000111355,0.0001348445,0.000494445],"category_scores_gemma":[0.005484447,0.000156811,0.0002419648,0.0002043414,0.0002683172,0.00004837195,0.00007049376,0.0002466228,0.000009211332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292259,"about_ca_system_score_gemma":0.0001970302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003658023,"about_ca_topic_score_gemma":0.000006128059,"domain_scores_codex":[0.9980141,0.00001913041,0.0007195061,0.0003227244,0.000501906,0.0004226601],"domain_scores_gemma":[0.9977683,0.0003770016,0.00006699356,0.0003891082,0.0004376659,0.00096092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001553733,0.003197867,0.8802313,0.007991111,0.0002625317,0.0004160934,0.02320947,0.00003677374,0.01706227,0.04252565,0.005520645,0.0179926],"study_design_scores_gemma":[0.03016501,0.0278024,0.7026297,0.007583799,0.00214474,0.0001982271,0.09299686,0.00009162912,0.09077676,0.004185084,0.04023177,0.001194017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388414,0.001861866,0.0006389205,0.0546929,0.0006459728,0.0006611772,0.00004188101,0.0001089852,0.002506892],"genre_scores_gemma":[0.9957318,0.00001003301,0.002548139,0.001182946,0.0001687138,0.00004921083,0.00005052074,0.00003451029,0.0002240999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1776015,"threshold_uncertainty_score":0.6565791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135941099417445,"score_gpt":0.3861885716258758,"score_spread":0.3548291606317014,"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."}}