{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008805922,0.0002295869,0.0007066443,0.0003559323,0.0002091873,0.00003495856,0.001150602,0.00001890435,0.0001182558],"category_scores_gemma":[0.0002468557,0.000167271,0.0004115553,0.0007886202,0.0001934171,0.0001728842,0.0005294877,0.0006401842,0.000001699293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006742808,"about_ca_system_score_gemma":0.0006539116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001675279,"about_ca_topic_score_gemma":0.00001065861,"domain_scores_codex":[0.9946935,0.001411179,0.0007528544,0.0004228799,0.002403892,0.0003157053],"domain_scores_gemma":[0.9976586,0.0001066475,0.0004030066,0.001302952,0.0002338015,0.0002949786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002210208,0.003441466,0.9807929,0.0001534844,0.0004097279,0.004855386,0.0005044791,0.005371328,0.001706864,0.000007236085,0.0001086852,0.0004381769],"study_design_scores_gemma":[0.002981203,0.001977684,0.9883981,0.00007476353,0.000941872,0.0003209265,0.002563204,0.001647329,0.000009996771,0.00003467688,0.0009116136,0.0001386265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992505,0.005303014,0.00005551027,0.0003259086,0.000127161,0.001538804,0.0001225475,0.000004881031,0.00001724032],"genre_scores_gemma":[0.9992812,0.0002304152,0.00006366547,0.0001817666,0.0001464657,0.00003432516,0.00002534436,0.00002837405,0.000008459052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007605145,"threshold_uncertainty_score":0.6821114,"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."}}