{"id":"W3000174030","doi":"10.2188/jea.je20190271","title":"Study Profile of the Tohoku Medical Megabank Community-Based Cohort Study","year":2020,"lang":"en","type":"article","venue":"Journal of Epidemiology","topic":"Disaster Response and Management","field":"Health Professions","cited_by":166,"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":"Medicine; Incidence (geometry); Cohort; Cohort study; Environmental health; Cancer incidence; Internal medicine; Population","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":[0.0007603669,0.0004371658,0.0005198348,0.001215185,0.001712433,0.0008001378,0.0005435707,0.0005691078,0.005382002],"category_scores_gemma":[0.001438611,0.0003948714,0.0004237104,0.002969803,0.0001861517,0.0005377483,0.0009945381,0.0006830934,0.001485096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005402111,"about_ca_system_score_gemma":0.001010795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016509,"about_ca_topic_score_gemma":0.01660312,"domain_scores_codex":[0.999329,0.0001225934,0.00009747579,0.0001726631,0.0001324399,0.0001458674],"domain_scores_gemma":[0.999226,0.00004392019,0.0001837977,0.0001126671,0.0001962043,0.0002374792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004495499,0.0001226195,0.9888964,0.0000991077,0.000105225,0.0003244637,0.0005693253,0.00003329166,0.0007201158,0.0001031141,0.006283955,0.002292829],"study_design_scores_gemma":[0.00004892837,0.00009917076,0.9935765,0.00004976096,0.0000679703,0.0003069529,0.0007672244,0.000103718,0.00004901421,0.00006421719,0.004851426,0.00001505324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459479,0.0009953025,0.0009457857,0.0006868914,0.0001119411,0.001634341,0.04465691,0.00004130435,0.004979601],"genre_scores_gemma":[0.9644952,0.0007799557,0.001529727,0.001401307,0.000117698,0.005117455,0.02263338,0.00004274528,0.003882538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016509,"threshold_uncertainty_score":0.03282583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2748595070804631,"score_gpt":0.5093282487858996,"score_spread":0.2344687417054364,"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."}}