{"id":"W4391888354","doi":"10.1016/j.ahj.2024.02.010","title":"Variation in risk-adjusted cardiac intensive care unit (CICU) length of stay and the association with in-hospital mortality: An analysis from the Critical Care Cardiology Trials Network (CCCTN) registry","year":2024,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Coronary care unit; Myocardial infarction; Emergency medicine; Intensive care unit; 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":[0.006288433,0.0007496065,0.001703147,0.0006652061,0.0006220514,0.001880111,0.001476256,0.001394314,0.001808787],"category_scores_gemma":[0.009386753,0.0008372291,0.00321731,0.002609104,0.0006789759,0.001275447,0.00106359,0.002032804,0.0002609011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005168861,"about_ca_system_score_gemma":0.0006568613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005505568,"about_ca_topic_score_gemma":0.00843634,"domain_scores_codex":[0.993443,0.003724455,0.0005845543,0.001335977,0.0004970194,0.000414925],"domain_scores_gemma":[0.9886578,0.004280126,0.003550973,0.00211394,0.0005847854,0.0008124337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01092648,0.0002309016,0.9752918,0.0001644968,0.008750841,0.0001173429,0.0001087207,0.0004863322,0.0003386119,0.0001730454,0.001393576,0.002017866],"study_design_scores_gemma":[0.001087231,0.0005907693,0.9918396,0.00003269979,0.00420275,0.0001496434,0.0001221057,0.001027059,0.00009694329,0.0001514841,0.0006664788,0.00003302859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923593,0.002286134,0.0003599997,0.0001868155,0.00007216902,0.00004190268,0.003894779,0.00002233501,0.0007766634],"genre_scores_gemma":[0.9944969,0.0005162765,0.0003875716,0.0001506029,0.0001113074,0.00008430707,0.003976633,0.00002619269,0.0002502789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006288433,"threshold_uncertainty_score":0.03325683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06344715654810396,"score_gpt":0.3805173518957373,"score_spread":0.3170701953476334,"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."}}