{"id":"W2131829490","doi":"10.1111/ene.12304","title":"Anti‐<scp>JC</scp> virus (<scp>JCV</scp>) antibody prevalence in the <scp>JCV</scp> Epidemiology in <scp>MS</scp> (<scp>JEMS</scp>) trial","year":2013,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"IC Design Education Center; Biogen","keywords":"Medicine; Seroprevalence; JC virus; Antibody; Progressive multifocal leukoencephalopathy; Epidemiology; Multiple sclerosis; Population; Immunology; Virology; Disease; Internal medicine; Serology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002070077,0.0002341957,0.0006050662,0.0002144111,0.0003080064,0.0005064068,0.0002158986,0.0004284951,0.000910488],"category_scores_gemma":[0.001679038,0.0001716728,0.0006477975,0.0004671457,0.0002592373,0.0002757128,0.0002261806,0.0006105955,0.00009530343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130447,"about_ca_system_score_gemma":0.0008218357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664661,"about_ca_topic_score_gemma":0.003885822,"domain_scores_codex":[0.9991736,0.0004714972,0.00008257347,0.0001056939,0.00008175355,0.00008495164],"domain_scores_gemma":[0.9987947,0.0003499638,0.0004023852,0.00007484964,0.0001162613,0.0002618605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2153033,0.001894325,0.739302,0.001073126,0.004001466,0.0001691637,0.0002132617,0.001288321,0.002780605,0.0001313041,0.001440264,0.0324029],"study_design_scores_gemma":[0.04706039,0.02792862,0.915718,0.0002426206,0.0039618,0.0003901636,0.00009032196,0.001386925,0.001150145,0.0001621055,0.001889135,0.00001968167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979506,0.001288148,0.00004175952,0.00006466632,0.000009461997,0.0001034001,0.0001904332,0.000002461361,0.0003490949],"genre_scores_gemma":[0.9986442,0.0004631169,0.0001285621,0.00006768049,0.00002255858,0.0001136409,0.0003555808,0.000001275074,0.0002034075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002070077,"threshold_uncertainty_score":0.01094776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277662621292143,"score_gpt":0.3012444512120387,"score_spread":0.2684678249991173,"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."}}