{"id":"W7009240743","doi":"","title":"Effect of relapse phenotype on the accumulation of disability in relapsing-remitting multiple sclerosis","year":2015,"lang":"en","type":"article","venue":"Minerva Access (University of Melbourne)","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; EMD Serono; Novartis Pharma; Multiple Sclerosis Society; Biogen; Medical Research Council; Guthy-Jackson Charitable Foundation; Sanofi; Associazione Italiana Sclerosi Multipla; Canadian Institutes of Health Research; Teva Pharmaceutical Industries; Univerzita Karlova v Praze","keywords":"Multiple sclerosis; Phenotype; Disease; Immune system; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002266181,0.0001550477,0.0005867672,0.0001735878,0.00009532303,0.00000773694,0.0004310811,0.0001058457,0.00006141963],"category_scores_gemma":[0.004647463,0.0001205553,0.0001647434,0.0006568123,0.0005751631,0.0003021081,0.0003735198,0.0002789159,0.00000390019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109048,"about_ca_system_score_gemma":0.00006734235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004443298,"about_ca_topic_score_gemma":0.0009208451,"domain_scores_codex":[0.9980354,0.000472473,0.0003200698,0.000268328,0.0006709677,0.000232718],"domain_scores_gemma":[0.9968036,0.001874599,0.0003503955,0.0005045793,0.000354212,0.0001126092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003429801,0.0004639873,0.9397007,0.0005564065,0.0001132028,0.000003522368,0.003062125,0.0008554789,0.02609305,0.00004737767,0.0006425194,0.0250318],"study_design_scores_gemma":[0.005302045,0.0007347296,0.9662147,0.001079915,0.00009439197,5.719907e-7,0.001776179,0.009313649,0.0152923,0.00003269918,0.00005009618,0.0001087557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964586,0.0001159494,0.00008722788,0.001356754,0.00006586342,0.0006307801,0.00001270861,0.00001655063,0.001255536],"genre_scores_gemma":[0.9993956,0.0000679451,0.0003665135,0.00001183368,0.00002913355,0.000001251695,0.000008562526,0.00001200619,0.0001071189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02651394,"threshold_uncertainty_score":0.6716967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2246091123016954,"score_gpt":0.3593666891660252,"score_spread":0.1347575768643298,"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."}}