{"id":"W2124476967","doi":"10.1183/09031936.05.00033905","title":"Physiological and clinical effects of diurnal noninvasive ventilation in hypercapnic COPD","year":2005,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Cégep de Chicoutimi","funders":"","keywords":"COPD; Ventilation (architecture); Medicine; Hypercapnia; Anesthesia; Internal medicine; Meteorology; Physics","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":[0.0005179286,0.0001938299,0.0004578047,0.0001152583,0.0002028215,0.0001540967,0.0001766483,0.0002974325,0.0006251241],"category_scores_gemma":[0.0009214244,0.00009105029,0.0002127899,0.00009466389,0.0002794168,0.000120142,0.0001563849,0.0002421864,0.00008269218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739142,"about_ca_system_score_gemma":0.000152144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002804801,"about_ca_topic_score_gemma":0.0007265668,"domain_scores_codex":[0.999686,0.0001786274,0.00001530821,0.00002720551,0.00005615526,0.00003680614],"domain_scores_gemma":[0.9996575,0.00009433513,0.0000664971,0.00003161199,0.00001890102,0.0001311244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1863966,0.01797581,0.1408445,0.00137849,0.0006607202,0.001916722,0.0005879679,0.002942445,0.3046913,0.000168522,0.001043366,0.3413935],"study_design_scores_gemma":[0.002031672,0.1621554,0.8267274,0.00003654103,0.0001380077,0.0009648006,0.0001663175,0.001034413,0.005426991,0.00008103024,0.001214078,0.00002327252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986151,0.0008774806,0.00006799508,0.00002019189,0.00001122908,0.00002581159,0.00001916909,0.000004116967,0.0003588981],"genre_scores_gemma":[0.9994247,0.0002078259,0.0001046228,0.0000313655,0.00002489789,0.00003390931,0.00004090356,7.778888e-7,0.0001310323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006251241,"threshold_uncertainty_score":0.002739131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106112040102104,"score_gpt":0.3399168357776079,"score_spread":0.2988557153765868,"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."}}