{"id":"W3035357197","doi":"10.1177/1352458520926955","title":"Disability outcomes of early cerebellar and brainstem symptoms in multiple sclerosis","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Jerome; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Multiple sclerosis; Brainstem; Medicine; Cerebellum; Clinical neurology; Physical medicine and rehabilitation; Neuroscience; Psychology; Internal medicine; Psychiatry","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":[0.001262667,0.0003575224,0.0004033127,0.0007950368,0.0003144652,0.0006684542,0.0004696001,0.0004545128,0.001219639],"category_scores_gemma":[0.003752425,0.0001348749,0.0006642447,0.000836239,0.0003249253,0.0005216607,0.0007691068,0.0006482395,0.0001364354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162799,"about_ca_system_score_gemma":0.0005021952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003779795,"about_ca_topic_score_gemma":0.004884842,"domain_scores_codex":[0.999325,0.0002224908,0.00006722433,0.0001317243,0.0001170783,0.0001364231],"domain_scores_gemma":[0.9954651,0.0006988121,0.002803824,0.0001328395,0.0002349683,0.0006644973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003332785,0.00002784741,0.9976489,0.00002017497,0.0001020246,0.0001350735,0.00002872672,0.0001467028,0.00005411943,0.00001525008,0.00006075354,0.001427058],"study_design_scores_gemma":[0.000009075465,0.0001092961,0.9992068,0.0000101567,0.00004238136,0.0002881165,0.00004015917,0.0001549065,0.00002484026,0.00005367391,0.00005672075,0.00000383031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99874,0.0006753173,0.00004343973,0.00005865401,0.000003435158,0.000003968507,0.0002806543,0.000002597912,0.0001919283],"genre_scores_gemma":[0.9996425,0.00007401154,0.00001512548,0.000007269227,0.000006113311,0.000002550262,0.0002129672,6.095563e-7,0.00003883228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003779795,"threshold_uncertainty_score":0.007515609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1425855567011058,"score_gpt":0.2993662805945647,"score_spread":0.1567807238934588,"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."}}