{"id":"W4393321440","doi":"10.1016/j.chstcc.2024.100067","title":"Sedation-Ventilation Interaction in Acute Hypoxemic Respiratory Failure","year":2024,"lang":"en","type":"article","venue":"CHEST Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; St. Michael's Hospital; Lungpacer Medical (Canada); Sinai Health System","funders":"University of Toronto","keywords":"Sedation; Medicine; Anesthesia; Ventilation (architecture); Intensive care medicine; Respiratory failure; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005942306,0.0004567897,0.0007750264,0.0003386384,0.0002893238,0.0007001341,0.0003681252,0.0007145222,0.001086705],"category_scores_gemma":[0.01267671,0.0002087378,0.001206649,0.0003533968,0.0005800102,0.0003084186,0.0007056695,0.0007083575,0.00006421805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000261944,"about_ca_system_score_gemma":0.0006179806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005473577,"about_ca_topic_score_gemma":0.0007576578,"domain_scores_codex":[0.9936404,0.005024514,0.0003527768,0.000338537,0.0004180921,0.0002256916],"domain_scores_gemma":[0.9716481,0.02174878,0.00485013,0.0005436219,0.0004120177,0.0007973612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02003808,0.000697734,0.948258,0.0006381644,0.003528035,0.0004608625,0.0001777421,0.001315145,0.002697363,0.0002311663,0.0002242747,0.0217335],"study_design_scores_gemma":[0.0007709477,0.01444035,0.9763457,0.0000810471,0.002175009,0.0009859401,0.0001113538,0.003572376,0.0005429041,0.000414249,0.0005294132,0.00003063021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995675,0.003074711,0.0006131151,0.0001558965,0.00001739399,0.00004237768,0.00005185552,0.000006826001,0.0003626953],"genre_scores_gemma":[0.9991873,0.0002670536,0.0003331052,0.00007378457,0.00003260466,0.00002605491,0.00004432166,0.000001148793,0.00003458002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005942306,"threshold_uncertainty_score":0.03142625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03628675026232119,"score_gpt":0.3599566400300636,"score_spread":0.3236698897677424,"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."}}