{"id":"W3168935973","doi":"10.1111/jon.12900","title":"Nonlesional diffusely abnormal appearing white matter in clinically isolated syndrome: Prevalence, association with clinical and MRI features, and risk for conversion to multiple sclerosis","year":2021,"lang":"en","type":"article","venue":"Journal of Neuroimaging","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; International Collaboration On Repair Discoveries; University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Clinically isolated syndrome; Multiple sclerosis; Abnormality; Hazard ratio; McDonald criteria; Internal medicine; Lesion; White matter; Disease; Magnetic resonance imaging; Gastroenterology; Confidence interval; Pathology; Radiology; 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":[0.0005742629,0.0002709303,0.0002944166,0.0007938134,0.0002781452,0.0004638333,0.000293728,0.0004027293,0.001555021],"category_scores_gemma":[0.002733688,0.0002179476,0.0002233026,0.00059535,0.0003424957,0.0003470481,0.000415678,0.0005029509,0.0001613349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493947,"about_ca_system_score_gemma":0.000200692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439213,"about_ca_topic_score_gemma":0.002091876,"domain_scores_codex":[0.9996667,0.00009224275,0.0000502407,0.00009157661,0.00006186563,0.00003735573],"domain_scores_gemma":[0.9974858,0.0004548004,0.001437995,0.0001024082,0.000173347,0.0003457057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566724,0.00001844162,0.9987984,0.000008782908,0.00002239185,0.00009715505,0.00002854346,0.000009832517,0.0001755739,0.000003867778,0.00001622197,0.0006642377],"study_design_scores_gemma":[0.00000591217,0.00008752128,0.9989271,0.000004708121,0.00001494645,0.0007622142,0.00007014835,0.00005004717,0.00003915627,0.00001171413,0.00002491116,0.0000016769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995793,0.0002584867,0.00001816261,0.0000148097,0.000001736769,0.000002096506,0.00003059247,0.000001113805,0.00009380975],"genre_scores_gemma":[0.9998035,0.00006708855,0.0000366969,0.000005264547,0.000005543056,0.000001716245,0.00005673134,4.398746e-7,0.00002295842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555021,"threshold_uncertainty_score":0.005202055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233270809488014,"score_gpt":0.3185478471961058,"score_spread":0.2762151391012256,"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."}}