{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004183046,0.0003240498,0.0005418821,0.000504278,0.000623207,0.0001069046,0.0003549055,0.0005696505,0.00560088],"category_scores_gemma":[0.0007438538,0.0003062651,0.0005858148,0.0004333855,0.0001281594,0.0004893829,0.0000294888,0.001505134,0.0004640404],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009491181,"about_ca_system_score_gemma":0.01600835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04410676,"about_ca_topic_score_gemma":0.2976305,"domain_scores_codex":[0.9961343,0.0002820152,0.001456415,0.0004771982,0.0005825909,0.00106744],"domain_scores_gemma":[0.991294,0.00005809618,0.0003928384,0.000617878,0.001057691,0.006579509],"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":[0.0009484548,0.0003695102,0.07554437,0.00007266043,0.00113229,0.02622583,0.00127849,0.000002288223,0.0009684074,0.005505975,0.7063684,0.1815833],"study_design_scores_gemma":[0.001023017,0.0007168106,0.01202838,0.00006704912,0.0002838245,0.002360957,0.0007420375,0.00004122801,0.0002897432,0.000379213,0.9817293,0.0003384954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6171809,0.01180095,0.02853962,0.02274177,0.02639082,0.005057488,0.0004044044,0.0006419701,0.2872421],"genre_scores_gemma":[0.6710082,0.0001828318,0.09262833,0.2269295,0.007013284,0.00003723608,0.000060298,0.0002617263,0.001878605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853634,"threshold_uncertainty_score":0.999939,"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."}}