{"id":"W4401724928","doi":"10.29390/001c.122402","title":"Survival analysis of COVID-19 versus non-COVID-19 patients requiring intensive care for acute respiratory distress syndrome: An observational retrospective study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"ARDS; Medicine; Proportional hazards model; Mechanical ventilation; Intensive care; Nasal cannula; Survival analysis; Retrospective cohort study; Intensive care medicine; Emergency medicine; Internal medicine; Surgery; Cannula; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008861674,0.0002600647,0.0004329083,0.0008756801,0.0004852599,0.0004893286,0.0002555804,0.0002851548,0.001342423],"category_scores_gemma":[0.001832617,0.0001885853,0.0005107287,0.0008682804,0.0003120185,0.0003920702,0.0005087829,0.0004169533,0.0001875857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744542,"about_ca_system_score_gemma":0.0004723735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942359,"about_ca_topic_score_gemma":0.001848798,"domain_scores_codex":[0.9994136,0.0001315848,0.00008379002,0.0001634161,0.00008732882,0.000120331],"domain_scores_gemma":[0.9981566,0.0003448873,0.0007528956,0.0001757939,0.0001931702,0.0003767928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001274263,0.0000314693,0.9990915,0.000008029619,0.00002241926,0.00005436396,0.00003045766,0.00001755969,0.00006980012,0.00001103519,0.00003830411,0.0004976225],"study_design_scores_gemma":[0.00001276718,0.0004704188,0.998038,0.000007915843,0.00003782662,0.0005725013,0.0003246401,0.0001923231,0.00006655831,0.00002557872,0.0002455174,0.000005815618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994532,0.0001287834,0.00008000689,0.000009510957,0.000003841294,0.000008953295,0.000216455,0.000001068849,0.00009817262],"genre_scores_gemma":[0.9992664,0.0000772957,0.00006691524,0.00001226291,0.000009005978,0.000009757083,0.0005146989,9.986013e-7,0.00004253979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001942359,"threshold_uncertainty_score":0.004686594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384123495708222,"score_gpt":0.4005743114582084,"score_spread":0.2621619618873862,"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."}}