{"id":"W2293314724","doi":"10.1177/1352458515595876","title":"Viral exposures and MS outcome in a prospective cohort of children with acquired demyelination","year":2015,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; SickKids Foundation; Montreal Neurological Institute and Hospital; University of British Columbia; Hospital for Sick Children; McGill University; University of Calgary","funders":"Hospital for Sick Children","keywords":"Multiple sclerosis; Medicine; Cytomegalovirus; Seroprevalence; Herpes simplex virus; Virus; Prospective cohort study; Virology; Immunology; Herpesviridae; Cohort; Viral disease; Serology; Antibody; Internal medicine","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":[0.0003018383,0.0002511109,0.000260927,0.0005681168,0.0004549102,0.0005039584,0.0001995723,0.0003186967,0.001131401],"category_scores_gemma":[0.001292723,0.000315705,0.0002996866,0.0006613942,0.000246176,0.0004058784,0.0003439059,0.0006646791,0.0002124502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047342,"about_ca_system_score_gemma":0.0002919095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006045428,"about_ca_topic_score_gemma":0.004748804,"domain_scores_codex":[0.9997309,0.00006443859,0.00003007231,0.00006341647,0.00004398809,0.00006717959],"domain_scores_gemma":[0.9992414,0.0001189758,0.0003109979,0.00006404151,0.00008262452,0.0001819249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005085575,0.00001741411,0.9994625,0.000002438765,0.00001208317,0.00007479447,0.00004047585,0.000009933925,0.0001050865,0.000005408079,0.00001896738,0.0001999936],"study_design_scores_gemma":[0.000003765667,0.0001484306,0.9989854,0.000004470544,0.00001750589,0.0004795515,0.0001690734,0.00003880831,0.00005826945,0.000008862895,0.00008418189,0.00000168167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999607,0.0001278853,0.00001709263,0.0000114607,0.000001860403,0.000002123131,0.0001235478,9.60538e-7,0.0001081387],"genre_scores_gemma":[0.9996141,0.0001057344,0.00002684053,0.000008595752,0.000003741721,0.000003753544,0.0001698802,0.000001007792,0.00006637617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006045428,"threshold_uncertainty_score":0.01202047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08407825877589259,"score_gpt":0.3126955497438281,"score_spread":0.2286172909679355,"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."}}