{"id":"W3215730832","doi":"10.29390/cjrt-2021-072","title":"Noninvasive ventilation in acute exacerbation of COPD: Homer is close to shore","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Exacerbation; Shore; COPD; Medicine; Ventilation (architecture); Intensive care medicine; Environmental science; Internal medicine; Geography; Meteorology; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000400087,0.0001955201,0.0005900073,0.00040311,0.002163199,0.001359246,0.0004147061,0.001814485,0.006436169],"category_scores_gemma":[0.002496509,0.0001258081,0.0003643071,0.0005416757,0.0005019359,0.0009284131,0.0009615019,0.001819245,0.0007949219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009893506,"about_ca_system_score_gemma":0.001746755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007671317,"about_ca_topic_score_gemma":0.02521933,"domain_scores_codex":[0.999279,0.00014025,0.0000646987,0.00006166544,0.0001603392,0.0002940794],"domain_scores_gemma":[0.9987376,0.0001704286,0.0002826761,0.00003210162,0.0001691195,0.0006081825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00175382,0.0009497254,0.8071851,0.00043608,0.0001414287,0.07095201,0.002792474,0.0001666926,0.002941621,0.001901681,0.02668274,0.08409657],"study_design_scores_gemma":[0.00011872,0.001356109,0.9075431,0.0009287799,0.0001233536,0.04852162,0.01722483,0.0008351445,0.0004637732,0.003229812,0.01956409,0.00009068171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9366992,0.005729013,0.0004078921,0.02531972,0.001162179,0.00008039259,0.0002569625,0.00003287113,0.03031181],"genre_scores_gemma":[0.9932557,0.001660769,0.0003243265,0.00235903,0.0009752698,0.0000153868,0.000152821,0.00001052102,0.001246047],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007671317,"threshold_uncertainty_score":0.02153111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317299863676408,"score_gpt":0.2933699523438656,"score_spread":0.2616399659762248,"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."}}