{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009263561,0.0001950221,0.0002119945,0.00003415656,0.00004210447,0.000005714786,0.00006384419,0.0004019961,0.0003277209],"category_scores_gemma":[0.00001727997,0.0001919283,0.0001177657,0.000003557832,0.0001185613,7.873146e-7,0.00006212783,0.00006423598,0.00001368336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009744963,"about_ca_system_score_gemma":0.00006732224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003871635,"about_ca_topic_score_gemma":0.0001716994,"domain_scores_codex":[0.9991303,0.00002329256,0.0002339849,0.0004060844,0.00004680326,0.0001595344],"domain_scores_gemma":[0.9994931,0.00001020833,0.0001070386,0.0002308867,0.0000629069,0.00009591004],"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":[0.0001755584,0.00006961568,0.00272103,0.0003110032,0.0002760524,0.000006418978,0.00000444144,0.00003057928,0.006224649,0.02986457,0.9432503,0.0170658],"study_design_scores_gemma":[0.000427368,0.0001494489,0.0006947051,0.0000464814,0.00009894379,0.000004927658,0.000001549863,0.000004360517,0.0009427555,0.05251498,0.9448097,0.0003048108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003678166,0.1216683,0.003413376,0.0009437986,0.0006688052,0.0006532126,0.0003934904,0.00004330403,0.8685375],"genre_scores_gemma":[0.00407824,0.009987547,0.0007520953,0.0007364508,0.001131158,0.00002764029,0.001223799,0.00004095172,0.9820221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1134846,"threshold_uncertainty_score":0.7826608,"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."}}