{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001671864,0.0003932349,0.0009749854,0.0005004195,0.0008059454,0.0001200077,0.0001787697,0.0001062267,0.0006738178],"category_scores_gemma":[0.0008286636,0.0003223141,0.0002071963,0.0004412546,0.0002601777,0.0002186317,0.0005211627,0.001063849,0.000009005516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941106,"about_ca_system_score_gemma":0.0001783996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003066168,"about_ca_topic_score_gemma":0.0002129437,"domain_scores_codex":[0.996229,0.0005143299,0.001083542,0.0006241231,0.000786631,0.0007624099],"domain_scores_gemma":[0.9980567,0.0005389396,0.0002801892,0.0003550508,0.000144137,0.0006249548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003503768,0.002092106,0.8087902,0.0001148857,0.0009328011,0.001465932,0.002041163,0.0001553501,0.0770297,0.000006092694,0.000292611,0.1035754],"study_design_scores_gemma":[0.01597518,0.005174808,0.9676896,0.0002050923,0.0001303953,0.00191628,0.0009980117,0.00566693,0.0003734174,0.00003871622,0.001503159,0.0003283944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927183,0.002405076,0.00004892996,0.003231877,0.0001610499,0.001162469,0.0001502965,0.00004779128,0.00007419982],"genre_scores_gemma":[0.9924256,0.00354238,0.002840346,0.0003273962,0.0001065098,0.0002124856,0.00001289725,0.00005446079,0.0004778865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1588994,"threshold_uncertainty_score":0.9999229,"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."}}