{"id":"W2052126149","doi":"10.2188/jea.13.96","title":"Publications in Epidemiology Journals: Japanese perspectives.","year":2003,"lang":"en","type":"article","venue":"Journal of Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; MEDLINE; Environmental health; Demography; Family medicine; Gerontology; Pathology; Political science; Law","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","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03296185,0.0002259201,0.00100371,0.0003493504,0.0001278222,0.000005559396,0.0004294847,0.0002614422,0.006089488],"category_scores_gemma":[0.0809771,0.0001817481,0.0002313174,0.0005116165,0.0005946861,0.0004808025,0.00008940226,0.001222433,0.0003394024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008825068,"about_ca_system_score_gemma":0.00008291824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001941045,"about_ca_topic_score_gemma":0.0001069083,"domain_scores_codex":[0.9895036,0.006706593,0.002166736,0.0005095439,0.0001835323,0.0009300405],"domain_scores_gemma":[0.9892853,0.008102315,0.001655032,0.0004168663,0.00004982674,0.000490662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002299465,0.0002284765,0.9803771,0.00000441248,0.00003211527,0.00002809619,0.001332038,0.003481687,0.0004031236,0.004679633,0.005553784,0.00385655],"study_design_scores_gemma":[0.0007179653,0.0002091899,0.8850695,0.00003653776,0.00002256894,0.001006788,0.002344432,0.0002797091,0.00001949682,0.03450865,0.07557311,0.0002120745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094396,0.007122827,0.01231775,0.03359803,0.0004837075,0.0003761416,0.000004409346,0.00001942051,0.03663816],"genre_scores_gemma":[0.9762873,0.002962934,0.0149182,0.005311501,0.0001497538,0.00001449341,0.000001235395,0.00002372113,0.0003308703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09530761,"threshold_uncertainty_score":0.9957693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129472000894692,"score_gpt":0.3924068672707904,"score_spread":0.2794596671813211,"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."}}