{"id":"W3085829213","doi":"10.3233/jnd-200538","title":"The Canadian Neuromuscular Disease Registry 2010–2019: A Decade of Facilitating Clinical Research Througha Nationwide, Pan-NeuromuscularDisease Registry","year":2020,"lang":"en","type":"article","venue":"Journal of Neuromuscular Diseases","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Holland Bloorview Kids Rehabilitation Hospital; Dr. Georges-L.-Dumont University Hospital Centre; Université de Sherbrooke; BC Children's Hospital; Université Laval; Centre Hospitalier de l’Université de Montréal; University of British Columbia; Sunnybrook Health Science Centre; University of Saskatchewan; Université de Montréal; University of Calgary; Health Sciences Centre; Stan Cassidy Foundation; Centre Hospitalier Universitaire Sainte-Justine; Ottawa Hospital; GF Strong Rehabilitation Centre; London Health Sciences Centre; McGill University; Dalhousie University; University of Ottawa; University Health Network; University of Alberta; Vancouver General Hospital; Children’s Health Research Institute; University of Toronto; Montreal Children's Hospital; Hospital for Sick Children; Western University; Queen's University; Montreal Neurological Institute and Hospital; University of Manitoba; Children's Hospital of Eastern Ontario","funders":"","keywords":"Amyotrophic lateral sclerosis; Neuromuscular disease; Medicine; Myotonic dystrophy; Disease registry; Spinal muscular atrophy; Duchenne muscular dystrophy; Muscular dystrophy; Disease; Physical therapy; Physical medicine and rehabilitation; Internal medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002406404,0.0005049108,0.001097595,0.0004828851,0.0009729591,0.0002697085,0.001471174,0.0002235914,0.00006985894],"category_scores_gemma":[0.03169226,0.0003823311,0.002194711,0.001440082,0.001591792,0.0003064006,0.0003571658,0.002283348,0.00004447534],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231249,"about_ca_system_score_gemma":0.006412997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122062,"about_ca_topic_score_gemma":0.0004815313,"domain_scores_codex":[0.9890368,0.002649495,0.002125293,0.0009378286,0.004069821,0.001180742],"domain_scores_gemma":[0.9883878,0.001681153,0.0008695628,0.00177354,0.002714918,0.004572992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01237152,0.00482849,0.6783828,0.005161014,0.004349977,0.03852058,0.001149407,0.001570064,0.0120559,0.00109134,0.1848776,0.05564122],"study_design_scores_gemma":[0.004217988,0.001718008,0.8916845,0.0003837381,0.001290525,0.0002796426,0.0006896905,0.0008854059,0.0002374188,0.0004995961,0.09764759,0.0004659142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410747,0.02427035,0.0002228307,0.03140435,0.0007061253,0.001659247,0.0002647537,0.00005391902,0.0003437585],"genre_scores_gemma":[0.9907285,0.005544092,0.0002584485,0.002146206,0.0008159433,0.00003569286,0.00004700134,0.0001354572,0.0002886498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133016,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055537040123463,"score_gpt":0.4016428067165093,"score_spread":0.296089102704163,"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."}}