{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001536297,0.0001399913,0.0002768905,0.0003028249,0.00004399771,0.00002524265,0.00004014697,0.0000657777,0.00005221548],"category_scores_gemma":[0.000024045,0.0001126609,0.00006263331,0.0006589734,0.00003696671,0.0001198245,0.00004257773,0.0001115099,0.00001259163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001959062,"about_ca_system_score_gemma":0.0000295743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003841263,"about_ca_topic_score_gemma":0.0004594612,"domain_scores_codex":[0.9990188,0.00002399347,0.0001852998,0.0003680494,0.0001786148,0.000225201],"domain_scores_gemma":[0.9995152,0.000017641,0.00006794433,0.0002138586,0.00005156178,0.0001337983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003402618,0.00008121509,0.9655512,0.00008996279,0.0003075051,0.0003236159,0.001357879,0.00004296873,0.02218718,0.000006306955,0.00002460378,0.009687312],"study_design_scores_gemma":[0.002891196,0.0004139195,0.9915105,0.0001291764,0.0004028318,0.000009221175,0.0003538272,0.00118744,0.002929206,0.000007316118,0.00004284694,0.0001225333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991729,0.00008518252,0.00009093751,0.00004987714,0.00002200969,0.0004939519,0.00001316858,0.00003776914,0.00003421841],"genre_scores_gemma":[0.999205,0.00004657633,0.0003262826,0.00007136042,0.00004050991,0.00003907257,0.0001349936,0.00001679752,0.0001193937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0259593,"threshold_uncertainty_score":0.4594178,"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."}}