{"id":"W4304014748","doi":"10.1111/ene.15588","title":"Serum neurofilament‐light and glial fibrillary acidic protein levels in hydroxychloroquine‐treated primary progressive multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Government of Alberta","keywords":"Medicine; Glial fibrillary acidic protein; Neuromyelitis optica; Hydroxychloroquine; Expanded Disability Status Scale; Multiple sclerosis; Internal medicine; Nerve fiber layer; Biomarker; Retinal; Pathology; Gastroenterology; Ophthalmology; Disease; Immunology; Immunohistochemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001223008,0.0002962626,0.0007084027,0.0005670145,0.0002491974,0.00003172127,0.0003236878,0.0000384585,0.0001517784],"category_scores_gemma":[0.000669605,0.0002557036,0.0001528587,0.0004463709,0.0002655145,0.0001562713,0.0008769082,0.001276232,0.00001097426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008942652,"about_ca_system_score_gemma":0.0001198955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000076491,"about_ca_topic_score_gemma":0.000003294269,"domain_scores_codex":[0.9950841,0.002276612,0.0008661035,0.0004569677,0.0007229484,0.0005932324],"domain_scores_gemma":[0.9985273,0.0001962099,0.0005135384,0.0003080113,0.0001677327,0.000287135],"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":[0.006697122,0.0006770428,0.2380842,0.0001673551,0.0002416907,0.01924018,0.0009352381,0.0001272056,0.7155632,0.000005668807,0.001910127,0.016351],"study_design_scores_gemma":[0.008579654,0.008313871,0.9650143,0.0001194694,0.00004782898,0.002655709,0.00008548396,0.0001954117,0.006734268,0.000005720142,0.008051756,0.0001965681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869896,0.001319466,0.000004175594,0.009834968,0.0002079526,0.0008687995,0.00002935168,0.00003592738,0.0007098148],"genre_scores_gemma":[0.9976217,0.0001951025,0.0002232214,0.001447681,0.0003018054,0.00002441939,0.00000543844,0.00008009565,0.0001005218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7269301,"threshold_uncertainty_score":0.9999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0537053322926075,"score_gpt":0.2613976139713547,"score_spread":0.2076922816787473,"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."}}