{"id":"W2324431560","doi":"10.1158/1940-6207.prev-10-pl05-03","title":"Abstract PL05-03: Global trends in cancer: The imperative for prevention","year":2010,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Cancer prevention; Cancer; Medicine; Developed country; Environmental health; Developing country; Population; Disease; Global health; Cause of death; Public health; Demography; Gerontology; Economic growth; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004344772,0.001568376,0.001371007,0.001332384,0.001384768,0.008690294,0.001255162,0.006210232,0.04351871],"category_scores_gemma":[0.005620833,0.0004050151,0.001040913,0.001322373,0.001627832,0.005941503,0.003757344,0.0100902,0.03802216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002925957,"about_ca_system_score_gemma":0.004284579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002591747,"about_ca_topic_score_gemma":0.002672621,"domain_scores_codex":[0.9979466,0.0007198602,0.0001349161,0.0002472198,0.0006822744,0.0002692521],"domain_scores_gemma":[0.9970447,0.0006440179,0.0001390393,0.0001142655,0.001270291,0.0007875543],"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":[0.00001252966,0.00002447405,0.0001265358,0.0005135305,0.000008338361,0.00003306845,0.0001485797,0.00005514198,0.0002202429,0.006198402,0.9409419,0.05171713],"study_design_scores_gemma":[0.000006200804,0.0000270787,0.0004484112,0.000941441,0.000009766572,0.00003992698,0.0002047464,0.0000430541,0.00006911506,0.003386097,0.9948139,0.00001039811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004332797,0.159835,0.002720152,0.4417951,0.3222792,0.0002261106,0.001278531,0.0007584527,0.0706742],"genre_scores_gemma":[0.01058946,0.3236488,0.00633382,0.2331099,0.2213878,0.0004664595,0.002654501,0.0005557315,0.2012536],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04351871,"threshold_uncertainty_score":0.1455846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06243524626815777,"score_gpt":0.4694304039084026,"score_spread":0.4069951576402448,"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."}}