{"id":"W2147273136","doi":"10.1212/01.wnl.0000210506.00078.5c","title":"MRI T2 lesion burden in multiple sclerosis","year":2006,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":207,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Multiple Sclerosis Society; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Multiple sclerosis; Medicine; Lesion; Magnetic resonance imaging; Radiology; Pathology; Psychiatry","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":[0.002763066,0.0002965664,0.0005847848,0.0009307989,0.0001439002,0.000438937,0.0002284868,0.0002840588,0.001236587],"category_scores_gemma":[0.005565846,0.0001690169,0.0002401863,0.0007773438,0.0002662762,0.0003544294,0.0003590112,0.0002787843,0.0001706533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050855,"about_ca_system_score_gemma":0.0002344454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006243471,"about_ca_topic_score_gemma":0.0007496775,"domain_scores_codex":[0.9993867,0.0003010002,0.00007201482,0.00009504127,0.0001222561,0.00002303906],"domain_scores_gemma":[0.9967591,0.001201081,0.001540395,0.0001575341,0.0001519128,0.0001899499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006008081,0.0002190224,0.9570875,0.0006380323,0.0009770216,0.0003385796,0.0001495272,0.001253292,0.003272084,0.00008502678,0.0004911844,0.02948066],"study_design_scores_gemma":[0.0001740054,0.001364296,0.9954169,0.00004397775,0.0002721628,0.0009461614,0.00002613155,0.000380716,0.0006653953,0.0001573961,0.0005452806,0.00000773902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989958,0.008116988,0.0003646343,0.0001318384,0.000009421587,0.00004466538,0.000399786,0.00001063071,0.000963992],"genre_scores_gemma":[0.9978016,0.001242688,0.0004092377,0.00003747805,0.0000409625,0.00002655147,0.0002935735,0.000002688799,0.0001452121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763066,"threshold_uncertainty_score":0.01461267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08886697835868411,"score_gpt":0.3059471032375696,"score_spread":0.2170801248788854,"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."}}