{"id":"W4393863184","doi":"10.4187/respcare.11805","title":"Home Respiratory Strategies in Patients With COPD With Chronic Hypercapnic Respiratory Failure","year":2024,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Hamilton Health Sciences; McMaster University; University of Toronto","funders":"","keywords":"Medicine; COPD; Relative risk; Exacerbation; Randomized controlled trial; Nasal cannula; Meta-analysis; Intensive care medicine; MEDLINE; Internal medicine; Emergency medicine; Confidence interval; Surgery; Cannula","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":[0.004693509,0.0006700002,0.003884423,0.001353528,0.0002539089,0.0009553414,0.0006926619,0.001285919,0.00255737],"category_scores_gemma":[0.01151466,0.0003119876,0.005375005,0.001298875,0.0003652312,0.0007173458,0.0005123878,0.001148331,0.0001164069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041573,"about_ca_system_score_gemma":0.001484467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250079,"about_ca_topic_score_gemma":0.005282274,"domain_scores_codex":[0.996676,0.001995218,0.0006423094,0.0002547553,0.000324812,0.0001069248],"domain_scores_gemma":[0.9943119,0.00402669,0.001238369,0.00009569044,0.0002090765,0.0001181443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0226965,0.001768254,0.0249543,0.4473408,0.08976472,0.0003692493,0.00037144,0.001834175,0.0006881382,0.0006918413,0.003485551,0.4060351],"study_design_scores_gemma":[0.1322812,0.04324997,0.1642954,0.3548104,0.2631187,0.001699101,0.001150832,0.003322647,0.001370364,0.004191935,0.03029759,0.0002116911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03651274,0.9603853,0.0002376692,0.001021421,0.0003129137,0.0003447543,0.0002096184,0.000009974151,0.0009656203],"genre_scores_gemma":[0.552029,0.4398381,0.002208321,0.002660621,0.001055005,0.001343363,0.000590553,0.00000676835,0.0002683178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004693509,"threshold_uncertainty_score":0.02482194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825312899364435,"score_gpt":0.301826776045651,"score_spread":0.2735736470520067,"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."}}