{"id":"W2464466306","doi":"10.2188/jea.je20150268","title":"The Tohoku Medical Megabank Project: Design and Mission","year":2016,"lang":"en","type":"article","venue":"Journal of Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":380,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"Ministry of Education, Culture, Sports, Science and Technology; Japan Agency for Medical Research and Development","keywords":"Biobank; Medicine; Cohort; Cohort study; Prospective cohort study; Population; Environmental health; Family medicine; Pediatrics; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01968668,0.00167086,0.00208179,0.00361905,0.002898288,0.002538336,0.002510595,0.001933487,0.03488874],"category_scores_gemma":[0.01325001,0.002139043,0.001019028,0.005217267,0.00189907,0.001646067,0.003383785,0.001914202,0.007602768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004044995,"about_ca_system_score_gemma":0.01816043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01578133,"about_ca_topic_score_gemma":0.02046596,"domain_scores_codex":[0.9894986,0.006324325,0.0009397689,0.001217853,0.001181216,0.0008381798],"domain_scores_gemma":[0.9928114,0.0009687844,0.0006736587,0.001065454,0.003085095,0.001395553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05580083,0.01805021,0.1441819,0.01389162,0.001271495,0.003181135,0.02044268,0.005272364,0.003523113,0.03796295,0.2821741,0.4142477],"study_design_scores_gemma":[0.02624352,0.02074488,0.190584,0.00780972,0.001933284,0.000817074,0.02288639,0.007564735,0.002668043,0.02383301,0.69425,0.0006652793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.1013796,0.004124375,0.02989354,0.005102789,0.001528481,0.8035736,0.03971936,0.0002578401,0.01442042],"genre_scores_gemma":[0.03786049,0.001378827,0.02795738,0.002511124,0.0002310029,0.9196526,0.004394986,0.00006609596,0.005947428],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03488874,"threshold_uncertainty_score":0.1167145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07726675951004021,"score_gpt":0.3620984006059137,"score_spread":0.2848316410958735,"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."}}