{"id":"W46068286","doi":"10.1177/002013240204700604","title":"Noninvasive Nocturnal Ventilatory Support in Advanced Lung Disease from Cystic Fibrosis","year":2002,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Lung transplantation; Cystic fibrosis; Polysomnography; Respiratory failure; Pulmonary function testing; Tolerability; Idiopathic pulmonary fibrosis; Lung; Vital capacity; Internal medicine; Lung function; Adverse effect; Apnea; Diffusing capacity","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":[0.0002866315,0.0001966192,0.0004806165,0.0001200489,0.0002930254,0.0001720919,0.000125166,0.000322226,0.0005432275],"category_scores_gemma":[0.0007620509,0.0000409475,0.0001876419,0.0001172686,0.0002091535,0.000102247,0.000186367,0.0003153614,0.00006238311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738628,"about_ca_system_score_gemma":0.0002233767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009674134,"about_ca_topic_score_gemma":0.001523758,"domain_scores_codex":[0.9998659,0.00005592949,0.00001264881,0.00001427516,0.00002715317,0.00002404532],"domain_scores_gemma":[0.9996496,0.0001161683,0.00007541894,0.00000883027,0.0000229643,0.000126958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009215673,0.001352022,0.821631,0.0009997558,0.000204067,0.01346991,0.0009641088,0.001173814,0.02568716,0.000148883,0.001642026,0.1235116],"study_design_scores_gemma":[0.0008154167,0.01585869,0.9659145,0.0001399437,0.0000873785,0.01243841,0.0002930099,0.001223651,0.001030859,0.0001147176,0.002069128,0.00001420675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968411,0.002204654,0.0001491793,0.00009534463,0.00001264352,0.00002988886,0.0000378142,0.000006084933,0.0006233155],"genre_scores_gemma":[0.9992417,0.0003303753,0.000142083,0.00008877222,0.00002929293,0.00002163428,0.00006829706,7.636495e-7,0.00007703108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009674134,"threshold_uncertainty_score":0.001923621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697383488802084,"score_gpt":0.2631997178122432,"score_spread":0.2462258829242224,"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."}}