{"id":"W1972752407","doi":"10.1038/nrn3275","title":"Will the real multiple sclerosis please stand up?","year":2012,"lang":"en","type":"review","venue":"Nature reviews. Neuroscience","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":470,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Canada Research Chairs; Multiple Sclerosis Society of Canada","keywords":"Multiple sclerosis; Autoimmunity; Disease; Immunology; Medicine; Inflammation; Immune system; Demyelinating disease; Experimental autoimmune encephalomyelitis; Autoimmune disease; Neuroscience; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002288852,0.001420063,0.003298882,0.003416086,0.0006634804,0.00261488,0.001356685,0.003651047,0.006864938],"category_scores_gemma":[0.005436338,0.000491574,0.001025526,0.005484609,0.001130162,0.003923906,0.001403041,0.003915114,0.003383775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748165,"about_ca_system_score_gemma":0.003934858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002411784,"about_ca_topic_score_gemma":0.007240458,"domain_scores_codex":[0.9991842,0.0002453017,0.0001411193,0.00009130633,0.0002742474,0.00006390265],"domain_scores_gemma":[0.9966701,0.002105977,0.0003556976,0.00007004815,0.0006489987,0.0001493023],"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":[0.0001513764,0.00003489037,0.0001275983,0.05277659,0.0002252347,0.0001535668,0.00009313846,0.0001244315,0.0005541038,0.00500707,0.174216,0.7665361],"study_design_scores_gemma":[0.00004479876,0.00005068325,0.0007146329,0.03356148,0.0004008001,0.0008611823,0.0001863943,0.0000452029,0.0001074488,0.003499595,0.9604977,0.00003001389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001028313,0.9981193,0.00002068241,0.0009863825,0.0006646932,0.000001217352,0.000006390737,0.000002852462,0.0001881572],"genre_scores_gemma":[0.0001812236,0.9976761,0.00005439551,0.001176231,0.0006157785,0.000003913079,0.00001107293,0.000001268833,0.0002799332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006864938,"threshold_uncertainty_score":0.02296549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2838661607731162,"score_gpt":0.4266218038217996,"score_spread":0.1427556430486835,"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."}}