{"id":"W2606056711","doi":"10.1017/cjn.2015.149","title":"Neurology (Multiple Sclerosis)","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natalizumab; Cognition; Medicine; Neurology; Observational study; Multiple sclerosis; Cognitive decline; Physical therapy; Psychology; Dementia; Internal medicine; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004050933,0.0002352082,0.0004540706,0.0004226623,0.0006490651,0.0004999206,0.0002168885,0.0002434839,0.01035868],"category_scores_gemma":[0.001451398,0.00005975347,0.0002609262,0.0006830156,0.0001413365,0.0003430474,0.0002893592,0.0003313778,0.002645629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004870514,"about_ca_system_score_gemma":0.00096173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003022185,"about_ca_topic_score_gemma":0.00547211,"domain_scores_codex":[0.999718,0.00004158539,0.00005196776,0.00004760641,0.00009576417,0.00004501065],"domain_scores_gemma":[0.9990577,0.0001119893,0.0004525024,0.00004959315,0.000162534,0.0001657353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001505999,0.0006021193,0.8482192,0.0006467657,0.0002302991,0.003353713,0.0003856999,0.0001100956,0.002569998,0.0003576993,0.0064764,0.1355421],"study_design_scores_gemma":[0.00006600342,0.0009407927,0.9750099,0.0001749651,0.0001203488,0.01167011,0.0001581186,0.0000741481,0.0003208121,0.0001959909,0.01126232,0.000006482808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9544176,0.0106099,0.0002779936,0.001022959,0.0001221149,0.0001268286,0.001974778,0.00009458853,0.03135332],"genre_scores_gemma":[0.9850289,0.002596821,0.0003509292,0.0005673235,0.000183482,0.00006993843,0.001612561,0.000007873216,0.009582248],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01035868,"threshold_uncertainty_score":0.03465325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1734092943113308,"score_gpt":0.3254612699679169,"score_spread":0.1520519756565861,"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."}}