{"id":"W4391365209","doi":"10.1016/j.chest.2024.01.030","title":"Home Noninvasive Ventilation in COPD","year":2024,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; National Institutes of Health; American College of Chest Physicians; ResMed; National Heart, Lung, and Blood Institute; McGill University; Philips","keywords":"COPD; Medicine; Intensive care medicine; Noninvasive ventilation; Ventilation (architecture); Mechanical ventilation; Anesthesia; Internal medicine","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":[0.001065627,0.001108415,0.003487999,0.002946779,0.0002711727,0.001597216,0.001075022,0.001987875,0.006202218],"category_scores_gemma":[0.002077522,0.000428414,0.001600944,0.002302852,0.000575425,0.001788072,0.00111168,0.002872278,0.001724146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006608942,"about_ca_system_score_gemma":0.001409394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215275,"about_ca_topic_score_gemma":0.003420734,"domain_scores_codex":[0.9995998,0.00008133851,0.0001057344,0.00007171844,0.0001097741,0.00003173352],"domain_scores_gemma":[0.9990088,0.0005940858,0.0001909956,0.00002076761,0.0001288403,0.00005649865],"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":[0.0002061689,0.00009783384,0.0002145235,0.06853277,0.000533222,0.0001647524,0.00004354449,0.0002340939,0.0006462893,0.001158378,0.03088748,0.897281],"study_design_scores_gemma":[0.0005454273,0.0006978667,0.005022278,0.08559132,0.004131107,0.00288095,0.0001470766,0.0004801787,0.0005200101,0.003019464,0.8968537,0.0001106577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002390672,0.9995214,0.00002717953,0.0001190351,0.0001531729,0.000002402288,0.000006554154,0.000001965738,0.0001443784],"genre_scores_gemma":[0.000411317,0.9986312,0.00007235663,0.0003148621,0.0003878329,0.000005407503,0.0000146008,7.237029e-7,0.0001617177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006202218,"threshold_uncertainty_score":0.0207485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08531135751031205,"score_gpt":0.3733220505665594,"score_spread":0.2880106930562474,"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."}}