{"id":"W2346236722","doi":"10.1016/j.neuro.2016.05.001","title":"Burden of neurological conditions in Canada","year":2016,"lang":"en","type":"article","venue":"NeuroToxicology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Public Health Agency of Canada; World Health Organization","keywords":"Medicine; Pediatrics; Population; Amyotrophic lateral sclerosis; Disease; Cerebral palsy; Dystonia; Life expectancy; Neurological disorder; Psychiatry; Central nervous system disease; Environmental health; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005625709,0.0000657211,0.0002221048,0.00007145498,0.00001294392,8.945685e-7,0.0001013405,0.00006453995,0.001598882],"category_scores_gemma":[0.0002934149,0.00003967001,0.0000273411,0.0001304441,0.0001286951,0.00002060863,0.00006276527,0.0001568201,0.0000237342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210513,"about_ca_system_score_gemma":0.0006240314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1535512,"about_ca_topic_score_gemma":0.2146553,"domain_scores_codex":[0.9990345,0.000123307,0.0002129145,0.0001849562,0.0001754751,0.0002688925],"domain_scores_gemma":[0.9993592,0.00026951,0.00003690409,0.0001835396,0.00004300563,0.0001078604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002255182,0.00007281727,0.3075958,0.00001379333,0.000007780185,0.0005708114,0.00001086414,0.00001353333,0.6871099,0.0004187724,0.001821798,0.002138542],"study_design_scores_gemma":[0.001281237,0.0007560306,0.9916393,0.00001564391,0.000004042338,0.00007552179,0.000003221319,0.00008539857,0.003591889,0.0001422811,0.002364752,0.00004068683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821888,0.000005620588,0.000003273607,0.01639788,0.00007590468,0.0003855962,0.00001234191,0.000009972144,0.0009206749],"genre_scores_gemma":[0.9984306,0.00002106581,0.00001942381,0.001184897,0.00004252646,0.00006362901,0.000001403716,0.000008058325,0.0002284434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6840435,"threshold_uncertainty_score":0.9993138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939357088454262,"score_gpt":0.2968410713375383,"score_spread":0.2674475004529957,"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."}}