{"id":"W4243308334","doi":"10.21203/rs.3.rs-181989/v1","title":"Inflammatory Potential of the Diet and Risk of Breast Cancer in the European Investigation Into Cancer and Nutrition (EPIC) Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Health Services Authority","funders":"European Regional Development Fund; NIHR Imperial Biomedical Research Centre; Instituto de Salud Carlos III; Rijksinstituut voor Volksgezondheid en Milieu; World Cancer Research Fund; Medical Research Council; European Social Fund; Institut Gustave-Roussy; Deutsche Krebshilfe; Generalitat de Catalunya; National Institute for Health and Care Research; Ligue Contre le Cancer; Bundesministerium für Bildung und Forschung; Institut National de la Santé et de la Recherche Médicale; Cancerfonden; Mutuelle Générale de l'Education Nationale; Associazione Italiana per la Ricerca sul Cancro; Imperial College London; Vetenskapsrådet; Cancer Research UK; School of Public Health, Imperial College London; Centres de Recerca de Catalunya; Deutsches Krebsforschungszentrum","keywords":"EPIC; European Prospective Investigation into Cancer and Nutrition; Breast cancer; Cancer; Medicine; Oncology; Internal medicine; Cancer research; Environmental health; Art","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":[0.0009386708,0.0003379442,0.000409979,0.0004298067,0.0003271084,0.0008480437,0.0002469379,0.0007425536,0.002052796],"category_scores_gemma":[0.001600455,0.0004235622,0.0004666732,0.0008963327,0.0002104442,0.0003350804,0.0004077696,0.0006370446,0.0002414125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704911,"about_ca_system_score_gemma":0.0002926926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004791943,"about_ca_topic_score_gemma":0.004048683,"domain_scores_codex":[0.9996175,0.0002324295,0.00002025407,0.00004782591,0.0000353559,0.00004662896],"domain_scores_gemma":[0.999431,0.0001615866,0.0001241167,0.00009959237,0.00004807304,0.0001356383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003544166,0.0003106415,0.9894804,0.00004068532,0.0006548562,0.00014518,0.0001450275,0.00009436384,0.001321445,0.0002363531,0.0007295423,0.003297368],"study_design_scores_gemma":[0.00006649537,0.0001759515,0.9984692,0.0000108324,0.0002125528,0.00009761732,0.00008823146,0.0001152512,0.000101718,0.0001459541,0.000511463,0.00000472888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943689,0.001731997,0.0001769168,0.0003350066,0.00004039234,0.000007510359,0.001806083,0.000006634357,0.00152657],"genre_scores_gemma":[0.9968717,0.0006362839,0.0001857383,0.0001051471,0.00006702451,0.00001386069,0.0006876111,0.000005586076,0.001427154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004791943,"threshold_uncertainty_score":0.0095281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04581658834811255,"score_gpt":0.3688550844538951,"score_spread":0.3230384961057826,"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."}}