{"id":"W2274541095","doi":"10.1158/1940-6215.prev-14-pl04-01","title":"Abstract PL04-01: Metabolic approaches to cancer prevention","year":2015,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Hyperinsulinemia; Cancer; Medicine; Prostate cancer; Cancer prevention; Endocrinology; Internal medicine; Population; Oncology; Insulin; Cancer research; Insulin resistance; Environmental health","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":[0.001699467,0.001017888,0.0006749555,0.001450442,0.0003333738,0.001786062,0.001216478,0.002950603,0.0401841],"category_scores_gemma":[0.001395569,0.0002064262,0.000554324,0.0009059514,0.0006115924,0.001190514,0.001404911,0.003692113,0.01131505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008791291,"about_ca_system_score_gemma":0.001334574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009054646,"about_ca_topic_score_gemma":0.001394966,"domain_scores_codex":[0.99941,0.0002473509,0.00003718756,0.00007700116,0.0001675929,0.00006079952],"domain_scores_gemma":[0.9991571,0.0002155799,0.0001247625,0.00004011843,0.0002426594,0.0002198555],"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":[0.0006866124,0.0006334361,0.0005917061,0.00421826,0.0001117993,0.0001769654,0.00006936881,0.0003306844,0.003768962,0.01460962,0.1979072,0.7768954],"study_design_scores_gemma":[0.0002250722,0.001111962,0.003107885,0.002897955,0.0001120321,0.0003278941,0.00006875006,0.0001823078,0.001029358,0.007166289,0.9837462,0.00002430423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002965329,0.7963721,0.003999219,0.09031551,0.0166313,0.0002086239,0.0008581367,0.0004342186,0.08821552],"genre_scores_gemma":[0.02576831,0.8326347,0.005757591,0.03538777,0.02437076,0.0002833455,0.0009982951,0.0001177895,0.07468133],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0401841,"threshold_uncertainty_score":0.1344292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2744730952048706,"score_gpt":0.4293444595033019,"score_spread":0.1548713642984313,"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."}}