{"id":"W2004002747","doi":"10.1097/ccm.0000000000000925","title":"Hospitals With the Highest Intensive Care Utilization Provide Lower Quality Pneumonia Care to the Elderly*","year":2015,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Agency for Healthcare Research and Quality","keywords":"Medicine; Pneumonia; Emergency medicine; Mortality rate; Intensive care; Sepsis; Intensive care medicine; Retrospective cohort study; Internal 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":[0.0008109849,0.0003056953,0.0003772245,0.0008980998,0.0004176087,0.0006586654,0.000379924,0.000350412,0.00292564],"category_scores_gemma":[0.00469849,0.0002481918,0.0005428396,0.001324427,0.0002353758,0.0004058147,0.0006630023,0.0003649164,0.0002676221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883759,"about_ca_system_score_gemma":0.0005131463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003909635,"about_ca_topic_score_gemma":0.007616602,"domain_scores_codex":[0.9987871,0.0003092388,0.0001625315,0.0001766809,0.0002620217,0.00030241],"domain_scores_gemma":[0.9908982,0.0008966513,0.006612066,0.0003127548,0.0005862766,0.0006940344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002271788,0.00001522194,0.9987026,0.00001185952,0.00005417944,0.00001960302,0.0000207107,0.000038325,0.00009715269,0.0000104502,0.00009884161,0.0009082477],"study_design_scores_gemma":[0.000004258924,0.00003783243,0.9995714,0.00001121282,0.00001431351,0.0001012715,0.00007400443,0.00004926238,0.00003561964,0.00001158223,0.00008772476,0.000001521043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987098,0.0003005302,0.0001134239,0.00007322285,0.000005989709,0.000008969736,0.0004416716,0.000006104858,0.0003403661],"genre_scores_gemma":[0.9992601,0.00009858791,0.0001246085,0.00006474012,0.00001579737,0.000008203114,0.0003413736,0.000001552217,0.00008498307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003909635,"threshold_uncertainty_score":0.009787202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0613881611099374,"score_gpt":0.3764786728977815,"score_spread":0.3150905117878441,"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."}}