{"id":"W1247022356","doi":"10.3233/jnd-159041","title":"The Search for Pompe Patients in Canada: Assessing Feasibility of a National Disease Registry to Facilitate Research","year":2015,"lang":"en","type":"article","venue":"Journal of Neuromuscular Diseases","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Montreal Neurological Institute and Hospital; Western University; University of Calgary","funders":"","keywords":"Medicine; Disease registry; Patient registry; Disease; Pediatrics; 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"],"consensus_categories":[],"category_scores_codex":[0.001980155,0.0001183064,0.0003169258,0.0002826444,0.0001332712,0.00005883038,0.0003850656,0.00002643646,0.000006410565],"category_scores_gemma":[0.01539268,0.00008282771,0.0001910852,0.0006221831,0.000159269,0.0001832898,0.0001339676,0.0003850495,0.00000134023],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522559,"about_ca_system_score_gemma":0.01471657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03282994,"about_ca_topic_score_gemma":0.02286109,"domain_scores_codex":[0.9945906,0.0005913438,0.0005967281,0.0002361763,0.003543223,0.0004419096],"domain_scores_gemma":[0.9928825,0.0008839395,0.0001419485,0.0003411691,0.004705491,0.001044982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003683578,0.0007818163,0.985394,0.0002788645,0.00005373678,0.0002265418,0.0001489997,0.0006172561,0.0002041556,0.00002768818,0.006776485,0.001806856],"study_design_scores_gemma":[0.002545193,0.0005038531,0.9936036,0.0001534694,0.00002556628,0.00000754803,0.000887244,0.0003425411,0.00005232803,0.0003415033,0.001464706,0.00007239341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945068,0.000993458,0.00004022358,0.003221798,0.0001280068,0.0008596375,0.0001469478,0.000002753514,0.0001003975],"genre_scores_gemma":[0.9995764,0.00003527801,0.00007496268,0.0001087697,0.00007844097,0.0000215252,0.0000140407,0.00001859999,0.00007192702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341252,"threshold_uncertainty_score":0.9949691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2481606321893835,"score_gpt":0.4152408131654233,"score_spread":0.1670801809760398,"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."}}