{"id":"W4285726642","doi":"10.1177/13524585221109761","title":"Minocycline treatment in clinically isolated syndrome and serum NfL, GFAP, and metalloproteinase levels","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"Multiple Sclerosis Society of Canada; Government of Alberta","keywords":"Minocycline; Medicine; Glial fibrillary acidic protein; Biomarker; Gastroenterology; Clinically isolated syndrome; Internal medicine; Multiple sclerosis; Lesion; Matrix metalloproteinase; Pathology; Immunology; Biology; Immunohistochemistry; Antibiotics","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":[0.0004845067,0.0002922693,0.0006357548,0.0003284127,0.000282778,0.0003199858,0.0001359241,0.0003780576,0.0007557642],"category_scores_gemma":[0.001505533,0.0001249132,0.0003110342,0.0002887339,0.000196667,0.0001973569,0.0001502225,0.000417987,0.0001092635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730866,"about_ca_system_score_gemma":0.0002336702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006555007,"about_ca_topic_score_gemma":0.001244565,"domain_scores_codex":[0.9996805,0.0001050978,0.00005183029,0.00006015505,0.00005756129,0.00004482972],"domain_scores_gemma":[0.9986914,0.0003014024,0.0005610542,0.0000390423,0.0001025652,0.0003044998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03371879,0.0007710336,0.9204006,0.0002310922,0.0004891007,0.0008562784,0.000269437,0.0002578684,0.01947692,0.00002182254,0.0003133608,0.02319366],"study_design_scores_gemma":[0.0005054332,0.008883903,0.9857793,0.0000283278,0.0001869114,0.001283493,0.00009329556,0.0002233396,0.00259981,0.00002053356,0.0003867532,0.000008952816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984113,0.001240128,0.00002703432,0.00002249475,0.00000538102,0.00000891943,0.00005583396,0.000002721658,0.0002262846],"genre_scores_gemma":[0.999691,0.0001119836,0.00004187881,0.00001693744,0.000007499383,0.000008180677,0.00006499878,7.299365e-7,0.00005667548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007557642,"threshold_uncertainty_score":0.002706885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407432342174484,"score_gpt":0.3323927882439465,"score_spread":0.1916495540264981,"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."}}