{"id":"W4378173441","doi":"10.1002/mus.27848","title":"Non‐invasive ventilation usage and adherence in children and adults with Duchenne muscular dystrophy: A multicenter analysis","year":2023,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Duchenne muscular dystrophy; Deflazacort; Medical prescription; Pediatrics; Socioeconomic status; Clinical trial; Physical therapy; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001384483,0.0002863721,0.0006365688,0.0009849524,0.0004912697,0.0006042652,0.000506166,0.0005934321,0.0007487411],"category_scores_gemma":[0.002009778,0.0003292559,0.001051563,0.00146852,0.0002515113,0.0004516065,0.0006478519,0.0004813454,0.0001243568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004461435,"about_ca_system_score_gemma":0.0003193412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005535855,"about_ca_topic_score_gemma":0.00701602,"domain_scores_codex":[0.9989682,0.000293402,0.0002045695,0.0002279758,0.000188298,0.0001175686],"domain_scores_gemma":[0.9979762,0.0002763242,0.001183289,0.0001310018,0.0001884792,0.0002446843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006131447,0.0000190805,0.9994764,0.000008513462,0.00007039197,0.00001692262,0.00002991351,0.000009800701,0.00002398004,0.000002617148,0.00002787873,0.0002531513],"study_design_scores_gemma":[0.000008357593,0.00008776547,0.9994993,0.000007460946,0.00004138309,0.00009392649,0.0001203064,0.00007236589,0.00001314425,0.000001763168,0.00005244785,0.000001736991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991791,0.0003212998,0.00002503215,0.00001845523,0.000002103463,0.00001007179,0.0003445737,0.000001224738,0.00009820401],"genre_scores_gemma":[0.9992313,0.0001353457,0.00006055547,0.00002320495,0.00000710927,0.00002031301,0.0004758678,0.0000012171,0.0000449705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005535855,"threshold_uncertainty_score":0.01100725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008841854994319071,"score_gpt":0.2343150387598327,"score_spread":0.2254731837655136,"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."}}