{"id":"W3010156703","doi":"10.1177/1352458520905759","title":"Detection of central vein should be part of MS diagnostic criteria – Commentary","year":2020,"lang":"en","type":"letter","venue":"Multiple Sclerosis Journal","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; U.S. Department of Health and Human Services; National Institutes of Health; National Institute of Neurological Disorders and Stroke; St. Michael’s Hospital Foundation","keywords":"Multiple sclerosis; Medicine; Psychiatry","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":[0.004751139,0.001082814,0.002453889,0.001527261,0.005723654,0.004485183,0.003737094,0.1484001,0.008886936],"category_scores_gemma":[0.05982926,0.001448543,0.002144103,0.001299693,0.004324298,0.004254571,0.002166504,0.0796559,0.009235272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007427799,"about_ca_system_score_gemma":0.007263435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461222,"about_ca_topic_score_gemma":0.0211093,"domain_scores_codex":[0.9940203,0.001594917,0.001200751,0.0009847175,0.001239306,0.0009599939],"domain_scores_gemma":[0.9660998,0.02079564,0.002388757,0.0007906076,0.006032537,0.003892733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005757641,0.00002329827,0.0009992932,0.0001011409,0.00003595207,0.004235899,0.0002284432,0.00009637142,0.0001924498,0.002014321,0.9878825,0.004132742],"study_design_scores_gemma":[0.0003700022,0.000122626,0.003740481,0.002460463,0.0002575962,0.01105787,0.001252936,0.001269313,0.0005399177,0.01670896,0.961963,0.0002567809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003199278,0.0006432986,0.00005658318,0.9658163,0.03155284,0.00001019062,0.00005104937,0.00001440805,0.001535414],"genre_scores_gemma":[0.002798456,0.0004088056,0.000133019,0.9314398,0.06344161,0.00002202002,0.00002583745,0.00001382261,0.00171676],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1484001,"threshold_uncertainty_score":0.05389267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041463667728992,"score_gpt":0.2758815746771037,"score_spread":0.1717352079042044,"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."}}