{"id":"W2925114149","doi":"10.1111/irv.12635","title":"Noninvasive ventilation in critically ill patients with the Middle East respiratory syndrome","year":2019,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Western University","funders":"","keywords":"Medicine; Chest radiograph; Intubation; Mechanical ventilation; Respiratory failure; Odds ratio; Noninvasive ventilation; Ventilation (architecture); Critically ill; Propensity score matching; Internal medicine; Anesthesia; Lung","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":[0.0005556099,0.0002619325,0.0004549894,0.000446562,0.0004362937,0.0005493914,0.0002014614,0.0003146485,0.001095407],"category_scores_gemma":[0.001860284,0.0001347638,0.0004094074,0.000481075,0.0002908921,0.0003095619,0.0004639016,0.000558983,0.00008762073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523679,"about_ca_system_score_gemma":0.0003974191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009387705,"about_ca_topic_score_gemma":0.001417998,"domain_scores_codex":[0.9995877,0.0001351632,0.00005808869,0.0000538573,0.00008202137,0.00008323892],"domain_scores_gemma":[0.9987224,0.0002214359,0.0007347956,0.00004050783,0.0000511964,0.00022969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000204539,0.00003245154,0.9981329,0.0000182573,0.00004798964,0.000262394,0.00003472817,0.00003399517,0.0001677711,0.00001764957,0.00005143938,0.0009959913],"study_design_scores_gemma":[0.00002859992,0.0004315437,0.9971346,0.00003321507,0.00004318479,0.001380235,0.000265067,0.0003787181,0.00008853815,0.00006256479,0.0001493439,0.000004425151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993194,0.0003618019,0.00004921794,0.00006025542,0.000006686694,0.000006985197,0.0000417567,8.201108e-7,0.0001531221],"genre_scores_gemma":[0.999712,0.0001095825,0.00003952427,0.00003058364,0.0000166486,0.000004635896,0.00007044592,3.105353e-7,0.00001608181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001095407,"threshold_uncertainty_score":0.003664553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08336084326704557,"score_gpt":0.3021796303489989,"score_spread":0.2188187870819533,"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."}}