{"id":"W1966263008","doi":"10.1007/s11940-007-0030-5","title":"Optic neuritis: The role of disease-modifying therapy disease-modifying therapy in this clinically isolated syndrome","year":2007,"lang":"en","type":"article","venue":"Current Treatment Options in Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Optic neuritis; Disease; Multiple sclerosis; Clinically isolated syndrome; Neurology; Magnetic resonance imaging; McDonald criteria; Fingolimod; Methylprednisolone; Internal medicine; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006567921,0.0003789718,0.0006695463,0.0005591755,0.0001862296,0.00002270572,0.000299323,0.000113322,0.000107076],"category_scores_gemma":[0.0003382814,0.0002608275,0.0002952481,0.000696475,0.0004649568,0.0001061792,0.0001179157,0.0006435196,0.0000219967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615659,"about_ca_system_score_gemma":0.000190054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000876303,"about_ca_topic_score_gemma":0.00004506164,"domain_scores_codex":[0.9966253,0.0004932676,0.0009702545,0.0007061592,0.0004194238,0.0007855823],"domain_scores_gemma":[0.9973702,0.001213197,0.0001844377,0.0007995025,0.0001198815,0.0003127413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01040231,0.006848603,0.7987222,0.00006701373,0.0002293918,0.0005656337,0.0008299287,0.0006156372,0.001205215,0.0003172653,0.0000260233,0.1801708],"study_design_scores_gemma":[0.007842635,0.004020296,0.9788652,0.0001797269,0.00006328108,0.00003427187,0.00007116425,0.006350045,0.00003238113,0.0004084187,0.001929945,0.0002026252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663199,0.028888,0.00002962949,0.002006755,0.0003294272,0.00216747,0.00004336258,0.00007451504,0.0001409653],"genre_scores_gemma":[0.9361123,0.06293104,0.00007718019,0.0001710193,0.00008244179,0.000509124,0.00005134079,0.00004226571,0.00002327799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180143,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0902717402056683,"score_gpt":0.3916924713043728,"score_spread":0.3014207310987045,"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."}}