{"id":"W2406586071","doi":"10.1017/cjn.2015.302","title":"Balancing Early Aggression Against Risk of Progression in Multiple Sclerosis","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); GLS Industries (Canada); St. Michael's Hospital; Queen Elizabeth II Health Sciences Centre; Montreal Neurological Institute and Hospital; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Allergan; EMD Serono; Multiple Sclerosis Society; Genentech; Sanofi; Bayer HealthCare; Multiple Sclerosis Society of Canada; Novartis Pharmaceuticals Canada; Alexion Pharmaceuticals; Teva Pharmaceutical Industries; GlaxoSmithKline; Biogen","keywords":"Multiple sclerosis; Medicine; Dysfunctional family; Disease; Demyelinating disease; Cognition; Aggression; Central nervous system; Inflammation; Pediatrics; Oncology; Immunology; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001219888,0.0007013645,0.002279774,0.003762353,0.0003009717,0.001315136,0.001103114,0.001433065,0.004100893],"category_scores_gemma":[0.002759141,0.0003116546,0.001016448,0.00282613,0.0005546631,0.001405961,0.0007319573,0.001150344,0.0008765971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007127607,"about_ca_system_score_gemma":0.00175984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039949,"about_ca_topic_score_gemma":0.004245899,"domain_scores_codex":[0.9994925,0.0001526824,0.000128792,0.00005635661,0.0001469423,0.00002272022],"domain_scores_gemma":[0.998835,0.0007689337,0.0001896142,0.00001722805,0.0001520264,0.00003719056],"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":[0.0001662957,0.0000673956,0.0003149775,0.1299906,0.0005457269,0.0002041623,0.0001294202,0.0001821869,0.0003506621,0.002037019,0.01183174,0.8541797],"study_design_scores_gemma":[0.0001606852,0.0002924602,0.004349204,0.1358242,0.002761387,0.003282522,0.0003418027,0.0001257922,0.0004649136,0.003691978,0.848644,0.00006109498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004822398,0.999639,0.00001768087,0.0000903755,0.00003234624,0.000002926937,0.000006364883,0.000001512519,0.0001615145],"genre_scores_gemma":[0.000617129,0.9991097,0.00007189696,0.00007682122,0.00003761375,0.000005091214,0.000009033698,4.618894e-7,0.00007215854],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004100893,"threshold_uncertainty_score":0.01371884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1716705544157051,"score_gpt":0.3677105101183354,"score_spread":0.1960399557026303,"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."}}