{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005775738,0.0003311135,0.0006484885,0.0003071065,0.0002924119,0.0002764274,0.0001704752,0.0004277696,0.0008930779],"category_scores_gemma":[0.001106567,0.0001476957,0.000293649,0.0002680493,0.0001866337,0.0001938786,0.0001236942,0.0004380759,0.0001566609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477875,"about_ca_system_score_gemma":0.0002344056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109189,"about_ca_topic_score_gemma":0.001325674,"domain_scores_codex":[0.9998022,0.00005730406,0.00002488889,0.00004461755,0.00004807489,0.00002299593],"domain_scores_gemma":[0.9992943,0.0001365222,0.0002737602,0.00002869364,0.0001137253,0.000152933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01715017,0.001201477,0.9377732,0.0002238429,0.0004144125,0.0007064897,0.0003154362,0.000276856,0.02097691,0.00001581125,0.0003654183,0.02057992],"study_design_scores_gemma":[0.0004546173,0.005012692,0.9922084,0.00001174869,0.0001295458,0.0006004326,0.0000355248,0.0001792031,0.001174849,0.00001308593,0.0001750779,0.00000481097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987749,0.000788752,0.00006056287,0.00002777865,0.000005768346,0.00002523688,0.00008606052,0.000007953859,0.0002230202],"genre_scores_gemma":[0.9995406,0.0001193653,0.00006627332,0.00003318247,0.00000870142,0.00001692399,0.0001091615,9.866327e-7,0.0001048085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001109189,"threshold_uncertainty_score":0.0030545,"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."}}