{"id":"W3203159591","doi":"10.30683/1929-2279.2018.07.04.3","title":"The Under appreciated Role of Lifestyle and Nutrition in Cancer Prevention, Genesis, and Treatment","year":2018,"lang":"en","type":"article","venue":"Journal of cancer research updates","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Medicine; Cancer; Disease; Cancer prevention; Cause of death; Population; Lung cancer; Prostate cancer; Obesity; Colorectal cancer; Pancreatic cancer; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001021246,0.000443552,0.0008184548,0.0009733522,0.0004443554,0.001503009,0.0004949867,0.001165885,0.002923968],"category_scores_gemma":[0.001915199,0.0001409237,0.0004937659,0.0009718288,0.0006688295,0.001213335,0.0008641853,0.002058164,0.0009616805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007386259,"about_ca_system_score_gemma":0.001797106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971208,"about_ca_topic_score_gemma":0.003228991,"domain_scores_codex":[0.999401,0.0002211342,0.00006492999,0.00007472164,0.0001925053,0.00004573561],"domain_scores_gemma":[0.9989442,0.0005474328,0.00009883723,0.00003875035,0.0002648652,0.0001059659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008100174,0.0001595491,0.001934459,0.006535266,0.0001117174,0.0001653564,0.0002185596,0.0001797738,0.0009767867,0.005460367,0.03275118,0.9514259],"study_design_scores_gemma":[0.00001752116,0.000244662,0.006216949,0.005331462,0.0001561963,0.0009012838,0.0003254414,0.0001374237,0.0004299712,0.006391605,0.9798177,0.00002992313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001041011,0.9838899,0.0007076542,0.00926563,0.001754645,0.00001293856,0.00004829534,0.00002542273,0.003254602],"genre_scores_gemma":[0.004325585,0.989004,0.0009443771,0.002250666,0.001717215,0.00002107153,0.00004643783,0.00000658022,0.001683987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002923968,"threshold_uncertainty_score":0.009781659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637680424935457,"score_gpt":0.3814442809627809,"score_spread":0.3550674767134263,"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."}}