{"id":"W4388760389","doi":"10.3233/jnd-230178","title":"Findings from the Longitudinal CINRG Becker Natural History Study","year":2023,"lang":"en","type":"article","venue":"Journal of Neuromuscular Diseases","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Calgary","funders":"National Institutes of Health; Newcastle University; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Children's National Hospital; Children's Healthcare of Atlanta; University of Minnesota; University of Pittsburgh; Muscular Dystrophy Association; U.S. Department of Veterans Affairs","keywords":"Medicine; Natural history; Muscular dystrophy; Natural history study; Cohort; Longitudinal study; Cohort study; Clinical trial; Internal medicine; Family history; Pediatrics; Pathology","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":[0.005950914,0.0002869613,0.0004877114,0.001192191,0.0009415357,0.0007741517,0.0006495484,0.000696355,0.003620812],"category_scores_gemma":[0.009155735,0.0002447767,0.0006266371,0.001431129,0.0002905376,0.0003422117,0.0009709525,0.0006254,0.0004073948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133679,"about_ca_system_score_gemma":0.002031238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03264582,"about_ca_topic_score_gemma":0.04916913,"domain_scores_codex":[0.9974014,0.001141673,0.000176839,0.0004784709,0.0005060106,0.0002956445],"domain_scores_gemma":[0.9940279,0.001354282,0.002179873,0.0008125174,0.0009610793,0.0006643018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001011099,0.00007864268,0.9917317,0.00006163041,0.0003131911,0.0001443115,0.0001749883,0.0001109021,0.0001275761,0.0001775185,0.002887161,0.00318128],"study_design_scores_gemma":[0.0001623823,0.000179181,0.9969913,0.00005789577,0.0001786267,0.0002014194,0.0001821734,0.0001122514,0.0000487067,0.0001103527,0.001762476,0.0000132723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645984,0.001729496,0.0005157741,0.0006794049,0.00002998929,0.0002920681,0.02896799,0.00002926485,0.003157592],"genre_scores_gemma":[0.9792139,0.0004927504,0.000681057,0.0004174261,0.00003089441,0.0005545478,0.01739538,0.00001503007,0.001199005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03264582,"threshold_uncertainty_score":0.0649116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854655592393398,"score_gpt":0.2539601929615071,"score_spread":0.2354136370375731,"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."}}