{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002207453,0.0002912695,0.0005049687,0.0008489722,0.0003496504,0.0007935007,0.000371733,0.0006631014,0.0008004669],"category_scores_gemma":[0.003039623,0.0003484602,0.0007321244,0.002091975,0.0002085569,0.0004363107,0.0006127596,0.0007274658,0.0001674277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656304,"about_ca_system_score_gemma":0.0003162695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006501075,"about_ca_topic_score_gemma":0.006221894,"domain_scores_codex":[0.9987697,0.0005863967,0.000134495,0.0002278605,0.0001593792,0.0001221097],"domain_scores_gemma":[0.9978625,0.000346473,0.0008632242,0.0003647819,0.0002124791,0.0003505127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002952074,0.0000485167,0.9974998,0.00002175798,0.0003422177,0.00005490815,0.00004900628,0.0000421011,0.0001279546,0.00003013755,0.0001966275,0.001291657],"study_design_scores_gemma":[0.00001800788,0.00005237222,0.9994314,0.000008130879,0.00008145389,0.00006037256,0.00002766816,0.0000582549,0.00001871188,0.00002319595,0.0002177096,0.000002686071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918337,0.003503107,0.0003903458,0.0001812927,0.00003939954,0.00005012146,0.002848317,0.00001267684,0.001141006],"genre_scores_gemma":[0.9961582,0.001028962,0.0002402597,0.0001484568,0.00003456664,0.0000524146,0.001979858,0.00000572829,0.0003515617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006501075,"threshold_uncertainty_score":0.01292646,"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."}}