{"id":"W4388167316","doi":"10.1093/oso/9780198567578.003.0001","title":"Cancer epidemiology and prevention","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Epidemiology; Quarter (Canadian coin); Medicine; Epidemiology of cancer; Population; Demography; Gerontology; Environmental health; History; Internal medicine; Breast cancer; Sociology","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":[0.001504567,0.000903446,0.00132039,0.00347293,0.0006739685,0.002244989,0.0008002708,0.002463287,0.07895193],"category_scores_gemma":[0.003943344,0.0004356856,0.0008880876,0.0040816,0.000344174,0.0008908402,0.001150102,0.002489511,0.0319038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478658,"about_ca_system_score_gemma":0.004162509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113742,"about_ca_topic_score_gemma":0.009344795,"domain_scores_codex":[0.9985303,0.0004082744,0.0001046688,0.0001730968,0.0006448264,0.0001388705],"domain_scores_gemma":[0.9982339,0.0003005277,0.0001779245,0.0001425354,0.0008774413,0.0002676377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003759971,0.0001109967,0.003531699,0.001147254,0.00006257627,0.00007642054,0.00005451346,0.0001546767,0.00009779818,0.007186286,0.6683087,0.3192315],"study_design_scores_gemma":[0.00004033457,0.00005707963,0.009699019,0.002993248,0.00005449517,0.0003466127,0.00008128869,0.00009334712,0.00009269216,0.003435231,0.9830908,0.00001588888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002365492,0.3798992,0.004474977,0.05663058,0.02306478,0.001125716,0.03154644,0.0009383505,0.4999545],"genre_scores_gemma":[0.02123751,0.4669417,0.009994593,0.01965983,0.01183048,0.001542202,0.02592675,0.0001794662,0.4426873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07895193,"threshold_uncertainty_score":0.2641205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261794053041162,"score_gpt":0.2931415775107041,"score_spread":0.2705236369802925,"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."}}