{"id":"W4387312259","doi":"10.1155/2023/8691539","title":"Noninvasive Home Mechanical Ventilation for Stable Hypercapnic COPD: A Clinical Respiratory Review from Canadian Perspectives","year":2023,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Saskatchewan; University of British Columbia","funders":"","keywords":"Medicine; COPD; Hypercapnia; Intensive care medicine; Context (archaeology); Pulmonary disease; Noninvasive ventilation; Ventilation (architecture); Clinical trial; Mechanical ventilation; Respiratory system; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001592633,0.0009928618,0.002510108,0.006014179,0.0006920297,0.00168576,0.00135706,0.001337646,0.005876409],"category_scores_gemma":[0.003636959,0.0003535444,0.001402014,0.007769548,0.0006670541,0.001295003,0.000786912,0.001640831,0.001052775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003167981,"about_ca_system_score_gemma":0.0136666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06766877,"about_ca_topic_score_gemma":0.145699,"domain_scores_codex":[0.9994461,0.00008114998,0.0001111409,0.00006446984,0.0002421414,0.0000550715],"domain_scores_gemma":[0.9977536,0.0009175169,0.0002338716,0.00003295165,0.0009320079,0.0001301655],"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":[0.0001053623,0.00004411923,0.0003047533,0.1613915,0.0004669473,0.0002159452,0.0001953524,0.0002141399,0.0005414385,0.002716679,0.07623138,0.7575724],"study_design_scores_gemma":[0.0000400674,0.00006583369,0.002044986,0.08865201,0.001223339,0.0007675434,0.0001594271,0.00005997176,0.0001233706,0.000882688,0.9059399,0.00004087356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001980088,0.999353,0.00001260606,0.0002684314,0.00009127074,0.000003716755,0.00001862046,0.000001506341,0.0002310986],"genre_scores_gemma":[0.0001947136,0.999464,0.00004874064,0.0001565698,0.00004566567,0.000003138614,0.0000158428,4.708353e-7,0.0000709177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9323312,"threshold_uncertainty_score":0.1345498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177998835861725,"score_gpt":0.4036700581455513,"score_spread":0.2256712222838263,"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."}}