{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003869488,0.0006057656,0.0005590296,0.0008446738,0.0003301949,0.0008572058,0.000414629,0.0005078144,0.001770283],"category_scores_gemma":[0.01305758,0.0002047545,0.001214558,0.0007467043,0.0004276604,0.0007751971,0.0009820861,0.0008282883,0.000288464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962017,"about_ca_system_score_gemma":0.0002377939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120978,"about_ca_topic_score_gemma":0.001489612,"domain_scores_codex":[0.9965995,0.001819155,0.0003028347,0.0005716849,0.0004134045,0.0002934016],"domain_scores_gemma":[0.9863485,0.004382073,0.006625759,0.00103155,0.0006163754,0.0009957444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007145567,0.0000391617,0.9962512,0.0000138124,0.0002543902,0.0001017212,0.00003687518,0.00009531439,0.0002768863,0.00001012287,0.00005352428,0.002152556],"study_design_scores_gemma":[0.000005826471,0.0002489123,0.9991533,0.000005343133,0.00004852965,0.0002435766,0.00003162248,0.0001613223,0.00004683249,0.00001474791,0.00003661397,0.000003425735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988391,0.0005315405,0.0001220106,0.00005550688,0.000005938087,0.000005258797,0.0001923044,0.00001146403,0.0002367924],"genre_scores_gemma":[0.9996191,0.00006197979,0.00005849255,0.00001207578,0.00001159876,0.000002649251,0.0001583106,0.000004556176,0.00007129431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003869488,"threshold_uncertainty_score":0.02046406,"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."}}