{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001861257,0.0001408035,0.0003216434,0.0002327326,0.00007389855,0.000008545633,0.0001117574,0.0001358421,0.0001311305],"category_scores_gemma":[0.0003244566,0.0001229174,0.00006811749,0.0002415992,0.0001680506,0.00004334522,0.0001454808,0.000383602,0.0001740795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003356891,"about_ca_system_score_gemma":0.00003229693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839624,"about_ca_topic_score_gemma":0.001514893,"domain_scores_codex":[0.9984802,0.0001285295,0.0002670602,0.0003829914,0.0002650252,0.0004762195],"domain_scores_gemma":[0.9992174,0.0002980047,0.00004159268,0.0003021049,0.00006376729,0.00007714024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001331615,0.0003266591,0.7244566,0.00005762186,0.00001994966,0.0001980621,0.0001344868,0.0004372977,0.2495696,0.00008402998,0.01216401,0.0112201],"study_design_scores_gemma":[0.002890866,0.0005767724,0.9748199,0.00002157143,0.000008273356,0.00001666619,0.00000792892,0.002606874,0.002102706,0.00006131839,0.01680056,0.00008657046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835166,0.0002513608,0.0000331445,0.01172738,0.0001275697,0.0004140328,0.000005238506,0.00007846888,0.003846242],"genre_scores_gemma":[0.9977759,0.0003658512,0.0003159426,0.0008308984,0.0003390209,0.00006168045,0.00001426553,0.00002409959,0.000272319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2503633,"threshold_uncertainty_score":0.5012424,"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."}}