{"id":"W3217620169","doi":"10.1164/rccm.202106-1350oc","title":"Association of ICU Admission and Outcomes in Sepsis and Acute Respiratory Failure","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"Sepsis; Mechanical ventilation; Respiratory failure; Confidence interval; Retrospective cohort study; Cohort study; Cohort; Severity of illness","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":[0.001846337,0.0002787633,0.0003643262,0.000727175,0.0003125863,0.0007131239,0.0006327755,0.0004480642,0.001860991],"category_scores_gemma":[0.009753507,0.0002448843,0.0005146813,0.000985082,0.0004742631,0.0004553823,0.0009485192,0.001486583,0.0001579406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006575418,"about_ca_system_score_gemma":0.0005664587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004401912,"about_ca_topic_score_gemma":0.002689993,"domain_scores_codex":[0.9980957,0.0007812091,0.0001846045,0.000364745,0.0002954809,0.000278323],"domain_scores_gemma":[0.986668,0.002593527,0.00762299,0.0007753693,0.0008685936,0.001471565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004713432,0.00001176236,0.9993879,0.00000420658,0.00003698013,0.00001245322,0.000008485831,0.00007512594,0.00003199463,0.00001689214,0.00005254107,0.0003145302],"study_design_scores_gemma":[0.000003502884,0.00002251368,0.9989479,0.0000052466,0.00001151282,0.00007090629,0.00004634016,0.0007663725,0.00003358783,0.00004810469,0.00004048905,0.000003509836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986998,0.0002734899,0.0002408167,0.0001524113,0.00001149864,0.000004647483,0.0003653875,0.000005338346,0.0002465898],"genre_scores_gemma":[0.9996444,0.00003258059,0.00004279053,0.00001939433,0.00001120315,0.000002735591,0.0002097578,0.000002004279,0.00003516977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004401912,"threshold_uncertainty_score":0.009764493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03181289088557216,"score_gpt":0.3658860921632091,"score_spread":0.334073201277637,"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."}}