{"id":"W3010839696","doi":"10.1002/ijc.32977","title":"Healthy lifestyle and the risk of lymphoma in the European Prospective Investigation into Cancer and Nutrition study","year":2020,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Mutuelle Générale de l'Education Nationale; Institut Gustave-Roussy; Medical Research Council; Medical Research Council Canada; Deutsche Krebshilfe; Cancerfonden; Institut National de la Santé et de la Recherche Médicale; Wellcome Trust; Cancer Research UK; World Health Organization; European Commission; Stroke Association; Food Standards Agency; Deutsches Krebsforschungszentrum; Ligue Contre le Cancer; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Hellenic Health Foundation; Ministry of Health and Social Solidarity, Greece; British Heart Foundation; World Cancer Research Fund; Stavros Niarchos Foundation; Kræftens Bekæmpelse; Centre International de Recherche sur le Cancer","keywords":"Medicine; Prospective cohort study; Cancer; European Prospective Investigation into Cancer and Nutrition; Lymphoma; Environmental health; Oncology; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005599848,0.0000611142,0.000162287,0.00005862858,0.00002977631,0.00002293151,0.00009866516,0.00001356149,0.000009370219],"category_scores_gemma":[0.0001128434,0.00003268114,0.0000370713,0.0001001032,0.0001246159,0.00009133826,0.00002459937,0.0001509757,1.792833e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216131,"about_ca_system_score_gemma":0.0001283314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880971,"about_ca_topic_score_gemma":0.001489102,"domain_scores_codex":[0.9990447,0.0001798478,0.0003013328,0.00008260703,0.0003435559,0.00004791134],"domain_scores_gemma":[0.9992252,0.00009546988,0.0003352743,0.00004104269,0.0002514345,0.00005155278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002285549,0.0001045557,0.9467002,0.00002445467,0.0002109595,0.00001581258,0.02290322,0.00002352841,0.0001120953,0.00008572404,0.0002280169,0.0273059],"study_design_scores_gemma":[0.009068031,0.0004716218,0.9853859,0.0001578868,0.0001198503,0.00002676196,0.003052688,0.0001413623,0.00008301732,0.0005101447,0.000948828,0.00003393734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756554,0.004835302,0.00001985296,0.01890258,0.0001619332,0.0003318483,0.0000124777,0.000002156889,0.00007840987],"genre_scores_gemma":[0.9914237,0.006371214,0.00002625508,0.001471905,0.0006769518,0.00001908078,6.744332e-7,0.000006376756,0.000003864041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03868568,"threshold_uncertainty_score":0.5866893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713334973914272,"score_gpt":0.3274592413475205,"score_spread":0.3103258916083778,"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."}}