{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001797752,0.0002171757,0.0002771719,0.0002118696,0.0001592456,0.00007643459,0.0004188786,0.0002114492,0.0005390919],"category_scores_gemma":[0.0001695327,0.0002141121,0.0001930763,0.0004910713,0.0001189865,0.00002472625,0.0002566426,0.0003015862,0.00009074851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125938,"about_ca_system_score_gemma":0.001137091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008528686,"about_ca_topic_score_gemma":0.001939888,"domain_scores_codex":[0.9972562,0.0003045216,0.0003645234,0.0007083041,0.0007100655,0.0006564272],"domain_scores_gemma":[0.9984423,0.00001351061,0.0001043279,0.0005683594,0.0004095411,0.0004619975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009891075,0.000541469,0.003315469,0.0002043398,0.0004122645,3.453679e-7,0.0007018373,0.001693296,0.1725268,0.001408227,0.585572,0.2326349],"study_design_scores_gemma":[0.001054995,0.0001749242,0.01324884,0.00007461997,0.00003738566,0.000001775249,0.0002929396,0.00002572047,0.03267982,0.0007735046,0.9513611,0.0002743795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975409,0.06646582,0.002710263,0.002355351,0.01343261,0.002621176,0.0001617166,0.00007727358,0.0146349],"genre_scores_gemma":[0.8335217,0.009852058,0.001050708,0.0002648263,0.03953936,0.004335997,0.0003136286,0.000140157,0.1109816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3657891,"threshold_uncertainty_score":0.8731239,"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."}}