{"id":"W2119370365","doi":"10.1001/archneurol.2008.578","title":"Measuring Demyelination and Remyelination in Acute Multiple Sclerosis Lesion Voxels","year":2009,"lang":"en","type":"article","venue":"Archives of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Multiple Sclerosis Society of Canada; McGill University; Multiple Sclerosis Society; Biogen","keywords":"Remyelination; Multiple sclerosis; Medicine; Edema; Magnetization transfer; Lesion; Myelin; White matter; Pathology; Magnetic resonance imaging; Nuclear medicine; Internal medicine; Radiology; Immunology; Central nervous system","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":[0.00148319,0.0004303445,0.000226307,0.001242038,0.0002135605,0.0003367253,0.0003578461,0.0005152077,0.001366571],"category_scores_gemma":[0.005433668,0.000161835,0.0001132794,0.0003402238,0.0004776398,0.0006749344,0.0002837586,0.0002167711,0.0003404693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984251,"about_ca_system_score_gemma":0.0001471154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004030254,"about_ca_topic_score_gemma":0.0005257487,"domain_scores_codex":[0.9993064,0.0002854961,0.00008441431,0.0001421164,0.00014443,0.00003714989],"domain_scores_gemma":[0.9986274,0.0003888314,0.0005897025,0.00009391009,0.0002111797,0.00008885778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002583174,0.0003001738,0.8026809,0.0004033856,0.0002199548,0.001800447,0.000530704,0.0007166541,0.1335734,0.0001692096,0.0002047199,0.05681743],"study_design_scores_gemma":[0.0001825764,0.004684158,0.9293036,0.00004890112,0.000148156,0.01778168,0.0003967316,0.002667587,0.04354538,0.000330473,0.0008809924,0.00002964923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968996,0.0006242228,0.001929717,0.00002034477,0.000003180548,0.00003042204,0.00004768783,0.00003330458,0.0004115928],"genre_scores_gemma":[0.9965916,0.00009503168,0.003084365,0.000009502664,0.000008276428,0.00001560084,0.00006071526,0.000004847565,0.0001300561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148319,"threshold_uncertainty_score":0.007843912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110718801003618,"score_gpt":0.3102725575983272,"score_spread":0.1995537565947092,"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."}}