{"id":"W2946227484","doi":"10.4187/respcare.06735","title":"Noninvasive Respiratory Support in Acute Hypoxemic Respiratory Failure","year":2019,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; COPD; Intensive care medicine; Intubation; Respiratory failure; Noninvasive ventilation; Ventilation (architecture); Respiratory system; Mechanical ventilation; Acute respiratory failure; Pulmonary edema; Anesthesia; Internal medicine; 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":[0.000665053,0.0006350102,0.001535245,0.001861588,0.0002322418,0.000964051,0.0007161751,0.0009190771,0.003036599],"category_scores_gemma":[0.001512943,0.0001788708,0.0009023602,0.001401421,0.0003630453,0.0008862004,0.0005337509,0.001304937,0.0007115398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059037,"about_ca_system_score_gemma":0.0009918909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008917315,"about_ca_topic_score_gemma":0.001958194,"domain_scores_codex":[0.9996947,0.00007992546,0.00007574396,0.00004050943,0.00008901572,0.00002001812],"domain_scores_gemma":[0.9993393,0.0004646957,0.00009548091,0.000009921387,0.00007351994,0.00001712625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001060662,0.0000573878,0.000297446,0.1074749,0.000370868,0.0002775989,0.00009535703,0.000235603,0.0007928429,0.002157032,0.01638709,0.8717479],"study_design_scores_gemma":[0.00008565668,0.0002642904,0.004032727,0.1061259,0.001410027,0.005526009,0.0002136673,0.0002075466,0.0005082132,0.003664896,0.8779191,0.00004189953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004879331,0.9995711,0.00002108456,0.00008377973,0.00006091247,0.00000183908,0.000004620281,0.00000107379,0.0002068169],"genre_scores_gemma":[0.000508942,0.9992017,0.00004672777,0.00009368073,0.0000725921,0.000002835165,0.000008273072,3.414268e-7,0.00006492336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003036599,"threshold_uncertainty_score":0.01015842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07453047123529488,"score_gpt":0.3591392889519376,"score_spread":0.2846088177166427,"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."}}