{"id":"W166652223","doi":"10.1155/2011/139769","title":"Home Mechanical Ventilation: A Canadian Thoracic Society Clinical Practice Guideline","year":2011,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary; Stan Cassidy Foundation; Memorial University of Newfoundland; Queen Elizabeth II Health Sciences Centre; Université Laval; St. Michael's Hospital; Ottawa Hospital; West Park Healthcare Centre; Dalhousie University; University of Toronto; University of British Columbia; Canadian Thoracic Society; McGill University Health Centre; University of Ottawa","funders":"Universiteit Maastricht; London Health Sciences Centre","keywords":"Medicine; Guideline; Obesity hypoventilation syndrome; Mechanical ventilation; Intensive care medicine; Amyotrophic lateral sclerosis; Neuromuscular disease; Hypoventilation; Kyphoscoliosis; Poliomyelitis; Airway management; Physical therapy; Disease; Scoliosis; Airway; Pediatrics; Obstructive sleep apnea; Surgery; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004878873,0.001315442,0.001427153,0.004600173,0.002829387,0.002304939,0.004378947,0.006374869,0.006877257],"category_scores_gemma":[0.01158282,0.0005718303,0.001416907,0.005587816,0.001556878,0.001677664,0.001966953,0.00640692,0.003525221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01875068,"about_ca_system_score_gemma":0.07408018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5169876,"about_ca_topic_score_gemma":0.6719813,"domain_scores_codex":[0.9960924,0.0005230451,0.0009553346,0.0001833545,0.001963374,0.0002824454],"domain_scores_gemma":[0.9829432,0.001030538,0.0007596997,0.0001503761,0.01333006,0.001786261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002083475,0.0001079232,0.00149264,0.001081609,0.00002566504,0.0007689789,0.000262432,0.0006646772,0.0003011906,0.001982346,0.8773667,0.1159251],"study_design_scores_gemma":[0.0002211808,0.00006599359,0.01653785,0.01135423,0.0001207638,0.002142872,0.0005607147,0.001749755,0.0002700458,0.004419889,0.9624236,0.0001332398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004655509,0.164164,0.02832822,0.5687697,0.01027329,0.008052814,0.01146891,0.001244789,0.2030428],"genre_scores_gemma":[0.0626365,0.3563929,0.2781573,0.1638612,0.00751844,0.009318216,0.0362662,0.0004028505,0.0854465],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5169876,"threshold_uncertainty_score":0.9717139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177810045939333,"score_gpt":0.3819024303555383,"score_spread":0.264121425761605,"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."}}