{"id":"W2026225517","doi":"10.1038/nrneurol.2011.190","title":"MRI monitoring of immunomodulation in relapse-onset multiple sclerosis trials","year":2011,"lang":"en","type":"review","venue":"Nature Reviews Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of British Columbia","funders":"National Multiple Sclerosis Society","keywords":"Medicine; Multiple sclerosis; Clinical trial; Surrogate endpoint; Placebo; Intensive care medicine; Medical physics; Physical medicine and rehabilitation; Physical therapy; Pathology; Alternative medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003681448,0.0008297687,0.005068581,0.001410029,0.0001593673,0.0009695676,0.001576294,0.001176686,0.002473731],"category_scores_gemma":[0.006868847,0.0003748823,0.001716386,0.001790314,0.0004419188,0.0009204771,0.0004640062,0.001452675,0.0003555279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008799826,"about_ca_system_score_gemma":0.001427919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120772,"about_ca_topic_score_gemma":0.003863585,"domain_scores_codex":[0.9989189,0.0004764909,0.000236772,0.0001158459,0.0001997423,0.00005235629],"domain_scores_gemma":[0.9951621,0.003589988,0.0008137537,0.00006427319,0.0002694682,0.000100594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003372689,0.0001103321,0.0004980049,0.1271166,0.003402238,0.0001633239,0.00006818677,0.000481779,0.00119479,0.0007623694,0.01096785,0.8518618],"study_design_scores_gemma":[0.01402744,0.0059264,0.01988255,0.2335351,0.04556349,0.00305957,0.0003475026,0.001006352,0.003256135,0.005288219,0.6678946,0.0002126641],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002159211,0.9993793,0.00004939864,0.0001058141,0.00005932429,0.00001608179,0.00001864989,0.000003269262,0.0001521653],"genre_scores_gemma":[0.005214457,0.9936059,0.0004433013,0.0003822136,0.0001405116,0.00005511672,0.00004452027,0.000002559139,0.0001115016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005068581,"threshold_uncertainty_score":0.01946962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3191147036382875,"score_gpt":0.439075443729121,"score_spread":0.1199607400908335,"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."}}