{"id":"W2144019341","doi":"10.1212/wnl.84.14_supplement.p7.270","title":"Improvement in Clinical Outcomes in Treatment-Naive Relapsing-Remitting Multiple Sclerosis Patients Who Switched From Subcutaneous Interferon Beta-1a to Alemtuzumab (P7.270)","year":2015,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; NeuroRx Research (Canada); Montreal Neurological Institute and Hospital","funders":"","keywords":"Alemtuzumab; Medicine; Relapsing remitting; Multiple sclerosis; Interferon beta-1a; Interferon beta; Internal medicine; Family medicine; Immunology; Antibody","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":[0.000979444,0.0003577641,0.0008251545,0.000221038,0.0002736155,0.0003792884,0.0002465869,0.0004446431,0.000760037],"category_scores_gemma":[0.001337681,0.0001500832,0.00041915,0.0002284905,0.0002424061,0.0002917718,0.0001670929,0.0006439172,0.0001895614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003992549,"about_ca_system_score_gemma":0.0003620448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007730699,"about_ca_topic_score_gemma":0.001020243,"domain_scores_codex":[0.9996009,0.0001421767,0.00003664198,0.00009038377,0.00006617639,0.00006374521],"domain_scores_gemma":[0.9991878,0.0001221861,0.0003159344,0.00005163113,0.00008642614,0.000236006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1416862,0.01208558,0.7040713,0.0003494106,0.001399379,0.0009202028,0.0005271201,0.001336213,0.02876254,0.0000596371,0.001539954,0.1072624],"study_design_scores_gemma":[0.00956001,0.06263601,0.9229863,0.00002979764,0.00038471,0.0007160188,0.00007228238,0.0009780193,0.00196082,0.00004807212,0.0006063014,0.00002170495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994924,0.0001892791,0.00002047584,0.000016328,0.000005224309,0.00002691585,0.00004912886,0.000004829678,0.0001954624],"genre_scores_gemma":[0.9995273,0.00005644286,0.00005871525,0.00004773635,0.00001348677,0.00002481042,0.0001674979,9.113625e-7,0.00010301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000979444,"threshold_uncertainty_score":0.005179822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12119156015803,"score_gpt":0.3512136124967196,"score_spread":0.2300220523386896,"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."}}