{"id":"W1986886966","doi":"10.1212/01.con.0000433288.30715.e3","title":"Present and Emerging Therapies for Multiple Sclerosis","year":2013,"lang":"en","type":"review","venue":"CONTINUUM Lifelong Learning in Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Multiple sclerosis; Medicine; Neuroscience; Computer science; Data science; Psychology; Immunology","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":[0.0008568795,0.001041872,0.001871442,0.003233196,0.0003258242,0.001130836,0.0008444195,0.0009626495,0.006614716],"category_scores_gemma":[0.001560931,0.0002289924,0.00083989,0.003842038,0.0004650916,0.001424339,0.0007033846,0.001542862,0.002314591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006302879,"about_ca_system_score_gemma":0.002197101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009982516,"about_ca_topic_score_gemma":0.001780607,"domain_scores_codex":[0.9995035,0.0001027603,0.0001102641,0.00005317037,0.000202616,0.00002766958],"domain_scores_gemma":[0.9992666,0.0003473027,0.0001699229,0.0000237899,0.0001568796,0.00003560623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005372689,0.0000408814,0.0001518784,0.0774232,0.0001781877,0.0001793042,0.00009808903,0.0001837937,0.001079642,0.002545216,0.02429302,0.8937731],"study_design_scores_gemma":[0.0000250196,0.0000851892,0.001211446,0.03951859,0.0005022694,0.001745355,0.0001616957,0.00006129128,0.0003637664,0.00172533,0.9545808,0.00001930653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000420564,0.9990765,0.000051047,0.0001351788,0.0001545792,0.000007257729,0.00001158415,0.000003618351,0.0005181795],"genre_scores_gemma":[0.0002846761,0.9991491,0.000154515,0.0001111865,0.0000852066,0.000006844098,0.00001372979,6.570243e-7,0.0001941933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006614716,"threshold_uncertainty_score":0.0221284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370579710776298,"score_gpt":0.3647467892389312,"score_spread":0.2276888181613014,"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."}}