{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001271304,0.0004467764,0.0004901736,0.001934544,0.002285805,0.001032242,0.001143683,0.0005332507,0.001156099],"category_scores_gemma":[0.002723821,0.0004257415,0.0005509778,0.00450315,0.0005667817,0.0005124527,0.0008010367,0.0007876378,0.0002348696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213018,"about_ca_system_score_gemma":0.01759522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9573249,"about_ca_topic_score_gemma":0.9663294,"domain_scores_codex":[0.9989952,0.00007427229,0.000076366,0.0002252176,0.0004055329,0.0002234313],"domain_scores_gemma":[0.9975703,0.0001407521,0.000582071,0.0001486301,0.001124678,0.0004335314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003161194,0.00002028301,0.9981689,0.00001635962,0.00003127874,0.00007245354,0.0002104528,0.00002824705,0.00008409336,0.00003003833,0.0002909432,0.001015288],"study_design_scores_gemma":[0.000008453219,0.0000335285,0.9985261,0.00002563979,0.00003151024,0.0001364335,0.0004262409,0.0001544202,0.00002578537,0.00001361649,0.0006094952,0.000008778053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927595,0.0007390909,0.000176917,0.0002134416,0.000008456248,0.00009931096,0.00474728,0.00001027492,0.001245879],"genre_scores_gemma":[0.9951202,0.0007870448,0.0003486053,0.0001410544,0.00001064976,0.00005555616,0.003234773,0.00000388341,0.0002980889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04267514,"threshold_uncertainty_score":0.08801109,"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."}}