{"id":"W2173315418","doi":"10.1177/1352458515616701","title":"Inclusion of brain volume loss in a revised measure of ‘no evidence of disease activity’ (NEDA-4) in relapsing–remitting multiple sclerosis","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":288,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"IC Design Education Center; Biogen; Allergan; Eli Lilly and Company","keywords":"Multiple sclerosis; Relapsing remitting; Medicine; Inclusion (mineral); Brain size; Disease; Psychology; Pathology; Magnetic resonance imaging; Immunology; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005946844,0.0005335912,0.001803771,0.001280121,0.0002905109,0.00002842081,0.0007113281,0.0002729545,0.0001700812],"category_scores_gemma":[0.04096458,0.0004011985,0.000624007,0.001451567,0.0007573182,0.0009157164,0.00127879,0.0009618241,0.00001268505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008244268,"about_ca_system_score_gemma":0.0006420178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000609352,"about_ca_topic_score_gemma":0.0003955936,"domain_scores_codex":[0.9922515,0.001206461,0.002356391,0.0007609277,0.002402391,0.001022303],"domain_scores_gemma":[0.991362,0.003811594,0.001603303,0.0009428346,0.001637966,0.0006423067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009114608,0.0007252503,0.4442908,0.0006856593,0.00007012208,0.0000123103,0.000862708,0.00005961266,0.5136387,0.000001089396,0.0002214071,0.03031771],"study_design_scores_gemma":[0.01354495,0.001229411,0.8733614,0.06257997,0.0000728552,0.000008129951,0.0001663473,0.003243398,0.04537046,0.00002072716,0.00005307291,0.0003492676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907156,0.002847347,0.0006019492,0.004243147,0.000212308,0.001215139,0.00008399048,0.00003073849,0.00004981345],"genre_scores_gemma":[0.990549,0.006497801,0.002467149,0.00007227808,0.0001776281,0.00005542875,0.000002704451,0.00008300121,0.00009503264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4682683,"threshold_uncertainty_score":0.999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232556374163051,"score_gpt":0.3199593105743067,"score_spread":0.1967036731580015,"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."}}