{"id":"W4407548845","doi":"10.1002/mus.28368","title":"Longitudinal Outcomes Among Patients With Duchenne Muscular Dystrophy: A Canadian Retrospective Population‐Based Study","year":2025,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; Vancouver Coastal Health","funders":"Sarepta Therapeutics","keywords":"Medicine; Duchenne muscular dystrophy; Population; Cohort; Retrospective cohort study; Pediatrics; Scoliosis; Cohort study; Muscular dystrophy; Physical therapy; Internal medicine; Surgery","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":[0.00008865277,0.0002241155,0.000233674,0.0001297862,0.0002401539,0.00002772192,0.0001923778,0.0001279687,0.00002905821],"category_scores_gemma":[0.00007378406,0.0001925187,0.0001065613,0.0002228028,0.00005347469,0.000009297494,0.0000541207,0.0001271241,0.000007465613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008482397,"about_ca_system_score_gemma":0.0001489034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08601686,"about_ca_topic_score_gemma":0.231157,"domain_scores_codex":[0.9987188,0.00009116768,0.0001859392,0.0005226561,0.0001374653,0.0003439654],"domain_scores_gemma":[0.9991331,0.000009119498,0.00007107724,0.000495953,0.0001624482,0.0001283084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001016831,0.0002811296,0.9985204,0.000008331936,0.0001599738,0.000006077589,0.0000226182,0.0003276702,0.0001706509,0.00005781563,0.0001648517,0.0001787612],"study_design_scores_gemma":[0.002033076,0.0005101308,0.9967834,0.00001053199,0.00006423511,5.90591e-8,0.00008253777,0.00002391532,0.00006437075,0.0000658804,0.0001449078,0.0002169786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985045,0.00002871267,0.0001016794,0.00009981223,0.0001411324,0.000550775,0.0000472937,0.00001983072,0.0005062165],"genre_scores_gemma":[0.9989445,4.905373e-7,0.00007738573,0.0002456084,0.0000330039,0.00007789896,0.0004378048,0.00002008841,0.0001632373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451401,"threshold_uncertainty_score":0.9200695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004723650268161925,"score_gpt":0.2228151782454452,"score_spread":0.2180915279772832,"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."}}