{"id":"W1963878196","doi":"10.1155/2015/451912","title":"Multiple Sclerosis in Older Adults: The Clinical Profile and Impact of Interferon Beta Treatment","year":2015,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of British Columbia; University of British Columbia Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of British Columbia; Genentech; Multiple Sclerosis Trust; European Committee for Treatment and Research in Multiple Sclerosis; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; Myelin Repair Foundation; U.S. Department of Veterans Affairs; International Society for Pharmacoepidemiology; Teva Pharmaceutical Industries; EMD Serono; Chrest Foundation; National Multiple Sclerosis Society; Michael Smith Health Research BC; Bayer Canada; Biogen","keywords":"Multiple sclerosis; Interferon beta; BETA (programming language); Medicine; Interferon beta-1b; Interferon; Immunology; Internal medicine; Bioinformatics; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002643982,0.0001424237,0.000326591,0.0005384524,0.00005892095,0.00003936559,0.000287971,0.00009063995,0.0001674155],"category_scores_gemma":[0.002994468,0.00007738253,0.0001519628,0.0004161257,0.000839199,0.00009857726,0.0004013043,0.0003742201,0.00003526884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944782,"about_ca_system_score_gemma":0.0003989533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080493,"about_ca_topic_score_gemma":0.00034394,"domain_scores_codex":[0.9970933,0.0004263009,0.0005047297,0.0003627955,0.001193472,0.0004194664],"domain_scores_gemma":[0.9973214,0.001033381,0.00007498126,0.0003275854,0.0009293036,0.0003132927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004152513,0.001685804,0.8945397,0.0000393867,0.0004812901,0.00001410009,0.001708938,0.000001867632,0.00472877,0.00002009141,0.01291997,0.07970753],"study_design_scores_gemma":[0.008749058,0.002476176,0.9804328,0.0003790999,0.000007361741,0.000006167877,0.001292698,0.003968451,0.001469546,0.00001215083,0.001138349,0.00006811928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928761,0.0004904487,0.000006811355,0.004035909,0.0002187726,0.001227825,0.0001303883,0.00001406235,0.0009997181],"genre_scores_gemma":[0.9973549,0.001237773,0.0003013228,0.00001494032,0.0003268586,0.0002445503,0.00006743991,0.00001617073,0.0004360778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08589308,"threshold_uncertainty_score":0.4656804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3660681484762209,"score_gpt":0.5016500652691065,"score_spread":0.1355819167928856,"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."}}