{"id":"W4311910637","doi":"10.1155/2022/7797328","title":"Predictors of ICU Mortality among Mechanically Ventilated Patients: An Inception Cohort Study from a Tertiary Care Center in Addis Ababa, Ethiopia","year":2022,"lang":"en","type":"article","venue":"Critical Care Research and Practice","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Addis Ababa University","keywords":"Medicine; Mechanical ventilation; Odds ratio; Intensive care unit; Glasgow Coma Scale; Logistic regression; Coma (optics); Confidence interval; Cohort; Retrospective cohort study; Emergency medicine; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005600925,0.0004715322,0.0003768229,0.0009490784,0.00086137,0.0008775318,0.000483868,0.0003163141,0.001288513],"category_scores_gemma":[0.0009641231,0.0004987108,0.0002999971,0.0009310538,0.0002716294,0.0004993149,0.0006320146,0.0005382662,0.0002571047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000740107,"about_ca_system_score_gemma":0.0008430588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427025,"about_ca_topic_score_gemma":0.0197517,"domain_scores_codex":[0.9997341,0.00005279987,0.0000263896,0.00006461628,0.00004492166,0.00007721147],"domain_scores_gemma":[0.9993236,0.00009121167,0.0001952975,0.00004145101,0.0001181162,0.0002303077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004749969,0.00009587947,0.9984276,0.000006509484,0.00001157676,0.0002872455,0.0003966076,0.000008563812,0.000215296,0.000007848605,0.0000701096,0.0004253721],"study_design_scores_gemma":[0.00001004879,0.0001444385,0.996771,0.00001483935,0.00001669102,0.0005746965,0.002114673,0.00009848499,0.00007485331,0.000008721889,0.0001663448,0.000005049671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997315,0.00003079643,0.00001533322,0.00001843492,0.000002654602,0.000007877547,0.0001092438,5.505267e-7,0.00008369079],"genre_scores_gemma":[0.9995373,0.00006258076,0.00004710119,0.00005035622,0.000006987786,0.00001551022,0.0001670994,9.043587e-7,0.0001119589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01427025,"threshold_uncertainty_score":0.02837437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128477555807805,"score_gpt":0.4726921108576898,"score_spread":0.3442145550498847,"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."}}