{"id":"W4307775685","doi":"10.3233/jnd-210764","title":"Disease Burden of Spinal Muscular Atrophy: A Comparative Cohort Study Using Insurance Claims Data in the USA","year":2022,"lang":"en","type":"article","venue":"Journal of Neuromuscular Diseases","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institutes of Health; Audentes Therapeutics; Amicus Therapeutics; PTC Therapeutics; F. Hoffmann-La Roche; Biogen; AveXis; Pfizer; Spinal Muscular Atrophy Foundation; Sarepta Therapeutics; Ionis Pharmaceuticals; Cure SMA; FibroGen","keywords":"SMA*; Medicine; Spinal muscular atrophy; Cohort; SMN1; Neuromuscular disease; Internal medicine; Retrospective cohort study; Cohort study; Medicaid; Disease; Pediatrics","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":[0.00116782,0.0003379044,0.0004720373,0.001654709,0.0006323749,0.0007959301,0.000582797,0.0005396563,0.001061708],"category_scores_gemma":[0.002571514,0.0003818756,0.0008537271,0.002944684,0.0003069367,0.0005155622,0.0008371322,0.000594323,0.0002060121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006285063,"about_ca_system_score_gemma":0.0007214493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04142091,"about_ca_topic_score_gemma":0.05088696,"domain_scores_codex":[0.998833,0.0003122962,0.0001413724,0.0003577299,0.0001993065,0.0001562811],"domain_scores_gemma":[0.9980938,0.0002414476,0.0008970113,0.0001845299,0.0002865473,0.0002967127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006339634,0.00002658219,0.9993888,0.000005613945,0.0000992143,0.00003273581,0.00004473333,0.00001611717,0.00006097051,0.000007447788,0.00006960468,0.0001847862],"study_design_scores_gemma":[0.000007473837,0.00004591537,0.9994985,0.000004668639,0.00004142985,0.00008683096,0.0001179968,0.00009912776,0.00001218751,0.000005148468,0.00007845511,0.000002299766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979438,0.0001282592,0.00005335264,0.00002692466,0.000004569012,0.0000142138,0.001673081,0.000002107218,0.0001536892],"genre_scores_gemma":[0.9976909,0.0001139906,0.00006767537,0.00002977315,0.000007548023,0.00002089371,0.002016436,0.000001662141,0.00005124976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04142091,"threshold_uncertainty_score":0.08235961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054360325066687,"score_gpt":0.3899784372085003,"score_spread":0.2845424047018316,"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."}}