{"id":"W4211028862","doi":"10.1164/ajrccm.163.2.9906116","title":"Noninvasive Ventilation","year":2001,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":886,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Intensive care medicine; Ventilation (architecture)","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":[0.0006674344,0.001153784,0.002018371,0.001823061,0.0003663205,0.0008836893,0.00102172,0.001325169,0.005490532],"category_scores_gemma":[0.001300104,0.0002205691,0.0006777214,0.001292152,0.0006513462,0.001304544,0.00104154,0.001952104,0.003027702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422309,"about_ca_system_score_gemma":0.00091318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005130162,"about_ca_topic_score_gemma":0.001155303,"domain_scores_codex":[0.9995964,0.0000730366,0.00006448304,0.000106808,0.00013147,0.00002779779],"domain_scores_gemma":[0.9995408,0.000233478,0.00007271708,0.00003107499,0.00007593886,0.0000461046],"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":[0.000110044,0.00008270925,0.0002100917,0.005333037,0.0000714761,0.0003551902,0.00002071319,0.0001092737,0.001500681,0.0009028659,0.02298362,0.9683203],"study_design_scores_gemma":[0.0001181471,0.0003835899,0.003904677,0.005128865,0.0003472963,0.01074829,0.00004951736,0.0002704999,0.001871518,0.001985453,0.9751446,0.00004749796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001981308,0.9957327,0.0006256615,0.0003229172,0.0006966581,0.000009878041,0.00001581894,0.00002052953,0.00237779],"genre_scores_gemma":[0.003408056,0.9875153,0.001039071,0.001177487,0.00191617,0.00004313176,0.00008986472,0.000007877404,0.004803028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005490532,"threshold_uncertainty_score":0.01836771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0569897870959299,"score_gpt":0.3880940980459511,"score_spread":0.3311043109500212,"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."}}