{"id":"W1808582704","doi":"10.1155/2013/406163","title":"Twenty-Four Hour Noninvasive Ventilation in Duchenne Muscular Dystrophy: A Safe Alternative to Tracheostomy","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Centre for Policy Alternatives; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Duchenne muscular dystrophy; Ventilation (architecture); Mouthpiece; Noninvasive ventilation; Arterial blood; Anesthesia; Respiratory failure; Surgery; Mechanical ventilation; Internal medicine","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":[0.0005653357,0.0003432169,0.0003200211,0.0003977144,0.0003872073,0.0003371363,0.0002460275,0.0008431889,0.001006122],"category_scores_gemma":[0.00100449,0.0000799226,0.0003498793,0.0001288093,0.0003879304,0.0003109939,0.0004108154,0.000445854,0.0003086151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773982,"about_ca_system_score_gemma":0.0002606527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001848611,"about_ca_topic_score_gemma":0.000557411,"domain_scores_codex":[0.9997118,0.0001203183,0.00003104763,0.00002191857,0.00004705181,0.00006775382],"domain_scores_gemma":[0.9995313,0.0001895867,0.00009239268,0.00002735971,0.00003053221,0.0001289903],"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":[0.005795741,0.00104406,0.3744032,0.000796994,0.000236075,0.1348789,0.001045462,0.001403273,0.0397414,0.001223185,0.003291319,0.4361405],"study_design_scores_gemma":[0.0006762716,0.0191604,0.5241637,0.001027951,0.0002814276,0.4098993,0.001644576,0.003520847,0.01207897,0.002002876,0.02544146,0.0001022381],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579138,0.03372356,0.004040684,0.0009658239,0.0001729928,0.00002890306,0.00003805291,0.00005507758,0.003061188],"genre_scores_gemma":[0.9955586,0.00271201,0.0009518525,0.0001850384,0.0001436633,0.0000178552,0.00003563625,0.000004961573,0.00039018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001006122,"threshold_uncertainty_score":0.003365815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766041740641471,"score_gpt":0.2587106303077915,"score_spread":0.2310502129013767,"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."}}