{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01030477,0.0021678,0.004474376,0.002594276,0.0006327361,0.0002985719,0.003814409,0.001338786,0.00007797655],"category_scores_gemma":[0.06014447,0.001623839,0.001788135,0.002329266,0.001936792,0.001160952,0.001023448,0.007893856,0.002095314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058483,"about_ca_system_score_gemma":0.0009877427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002469288,"about_ca_topic_score_gemma":0.00004786461,"domain_scores_codex":[0.9704859,0.01458785,0.006201272,0.002467057,0.001789914,0.004467976],"domain_scores_gemma":[0.9612892,0.02863642,0.004554642,0.002503448,0.0008348858,0.002181394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001072021,0.009743904,0.3421201,0.001116185,0.002290781,0.0504996,0.01326307,0.002877668,0.08147877,0.0009277415,0.489901,0.004709118],"study_design_scores_gemma":[0.03729098,0.01136597,0.6301737,0.0007224754,0.001306679,0.009095207,0.001975735,0.0008355788,0.00143912,0.00107014,0.3045463,0.0001781268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493116,0.01989968,0.0002082583,0.001678711,0.004710899,0.002866372,0.0001509344,0.0002704793,0.02090303],"genre_scores_gemma":[0.9537223,0.01699882,0.0004057784,0.01690558,0.005476758,0.00009304534,0.0001204289,0.0006203058,0.005656981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2880535,"threshold_uncertainty_score":0.9999577,"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."}}