{"id":"W2113866317","doi":"10.2217/nmt.11.14","title":"Managing relapsing–remitting Multiple Sclerosis Following First Drug Failure","year":2011,"lang":"en","type":"article","venue":"Neurodegenerative Disease Management","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Health Sciences Centre","funders":"","keywords":"Glatiramer acetate; Multiple sclerosis; Relapsing remitting; Medicine; Intensive care medicine; Disease; Drug; First line; Immunology; Pharmacology; Internal medicine","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":[0.0003786355,0.0004665408,0.0004607344,0.0003561631,0.0008124494,0.00009876776,0.0003109454,0.00003881909,0.0002052856],"category_scores_gemma":[0.00037851,0.0004292453,0.0004372958,0.0005173672,0.0001372218,0.0002771402,0.0006968594,0.0003241491,0.00008660844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611929,"about_ca_system_score_gemma":0.00003380328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008385205,"about_ca_topic_score_gemma":0.0001236282,"domain_scores_codex":[0.9965432,0.0001780916,0.0004689827,0.001051272,0.0009511848,0.0008072775],"domain_scores_gemma":[0.9981638,0.0001186288,0.0001272702,0.0008494389,0.000140781,0.0006001207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003768244,0.005000141,0.6988225,0.004675,0.006259243,0.005584269,0.01725863,0.001416066,0.01904992,0.007055961,0.1732334,0.05787659],"study_design_scores_gemma":[0.008207375,0.000217717,0.9377033,0.002071385,0.001397367,0.000003389775,0.006064014,0.01384041,0.01105863,0.0002004475,0.01795015,0.001285853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355505,0.001142034,0.002415734,0.009740478,0.000834466,0.003528424,0.00005808505,0.0006757339,0.0460546],"genre_scores_gemma":[0.9878411,0.0007314701,0.006919295,0.00144337,0.000174865,0.0004424425,0.00005279805,0.00009779632,0.002296909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2388807,"threshold_uncertainty_score":0.9998159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07019769101573509,"score_gpt":0.2676169561641153,"score_spread":0.1974192651483803,"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."}}