{"id":"W4392786917","doi":"10.1093/ije/dyae008","title":"Adherence to the World Cancer Research Fund lifestyle recommendations and incidence of prostate cancer in UK Biobank","year":2024,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biobank; Medicine; Library science; Family medicine; Incidence (geometry); Prostate cancer; Epidemiology; MEDLINE; Original research; Public health; Cancer; Gerontology; Political science; Internal medicine; Pathology; Bioinformatics","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":[0.009657142,0.0002775669,0.0009467942,0.00218019,0.0007258204,0.002089817,0.0007820488,0.001010963,0.008240543],"category_scores_gemma":[0.07044729,0.0006792959,0.0008088324,0.006937229,0.0004376812,0.001802013,0.002279092,0.001565299,0.0009100184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448718,"about_ca_system_score_gemma":0.001158941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08409999,"about_ca_topic_score_gemma":0.07741636,"domain_scores_codex":[0.9873279,0.00561882,0.002558359,0.001509412,0.002222943,0.0007625487],"domain_scores_gemma":[0.9590978,0.01062611,0.01864407,0.004828909,0.005205813,0.001597248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004506301,0.0000749093,0.9653495,0.000544429,0.0005618021,0.0001332821,0.001160591,0.0001120948,0.0001095611,0.000464137,0.01675593,0.01428318],"study_design_scores_gemma":[0.00006338197,0.00007777062,0.991074,0.0004424307,0.0001387839,0.0002064014,0.0003145762,0.0001588481,0.00005086182,0.0001411253,0.00729479,0.00003701317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972729,0.01955482,0.003316833,0.01180852,0.0008832758,0.0004795516,0.05443509,0.00008609275,0.01216294],"genre_scores_gemma":[0.9731134,0.003682742,0.00139352,0.002397786,0.0002177951,0.0004907376,0.01644471,0.00004529092,0.00221421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08409999,"threshold_uncertainty_score":0.167221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3727728343636352,"score_gpt":0.5661990260945798,"score_spread":0.1934261917309447,"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."}}