{"id":"W2415809973","doi":"10.1186/s13690-016-0140-1","title":"International pooled study on diet and bladder cancer: the bladder cancer, epidemiology and nutritional determinants (BLEND) study: design and baseline characteristics","year":2016,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; Health Canada; University of Ottawa","funders":"National Institute of Environmental Health Sciences; National Cancer Institute; World Cancer Research Fund; Norges Forskningsråd; Institut Gustave-Roussy; Deutsche Krebshilfe; Mutuelle Générale de l'Education Nationale; Associazione Italiana per la Ricerca sul Cancro; U.S. Department of Energy; Vetenskapsrådet; Smoking Research Foundation; Ministry of Health, Labour and Welfare; Cancerfonden; Institut National de la Santé et de la Recherche Médicale; Medical Research Council; Bundesministerium für Bildung und Forschung; Swedish Cancer Foundation; National Science Council; Cancer Research UK; Wellcome Trust; KWF Kankerbestrijding; British Heart Foundation; Ligue Contre le Cancer; Centre International de Recherche sur le Cancer; Jonsson Comprehensive Cancer Center; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Bladder cancer; Medicine; Epidemiology; Cancer; Cohort study; Observational study; Environmental health; Internal medicine; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127372,0.0001967666,0.0005191545,0.0001395541,0.0001615927,0.00001495487,0.0001069923,0.00003411251,0.00008016649],"category_scores_gemma":[0.0003647907,0.000109703,0.00003143054,0.00005542306,0.0003055221,0.00008221714,0.00009627827,0.0001353368,9.072619e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004960322,"about_ca_system_score_gemma":0.0004301739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008595607,"about_ca_topic_score_gemma":0.000227545,"domain_scores_codex":[0.9977172,0.0008153076,0.0004859654,0.0004207683,0.0002030461,0.0003576879],"domain_scores_gemma":[0.997506,0.001676337,0.0002264646,0.0002153133,0.00007077178,0.0003051441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009019215,0.001264471,0.668027,0.0000605906,0.0005645797,0.000009836796,0.002212025,1.904599e-7,0.00007334367,0.000088074,0.0004741661,0.3263237],"study_design_scores_gemma":[0.006044132,0.004679187,0.9848537,0.0001929001,0.0001162033,0.00001909131,0.0007259919,0.0002415276,0.00001674386,0.0003710726,0.002630043,0.0001093555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305329,0.002005021,0.001553342,0.06301887,0.0002726633,0.00196452,0.0005582142,0.00002338299,0.00007106062],"genre_scores_gemma":[0.9888368,0.007914064,0.0004404493,0.002031641,0.0002783732,0.0002849054,0.00001388182,0.00002039017,0.0001794644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3262144,"threshold_uncertainty_score":0.4473557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069263139064348,"score_gpt":0.3915889503236673,"score_spread":0.2846626364172324,"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."}}