{"id":"W2496866898","doi":"10.1007/s40471-016-0085-5","title":"Population Attributable and Preventable Fractions: Cancer Risk Factor Surveillance, and Cancer Policy Projection","year":2016,"lang":"en","type":"article","venue":"Current Epidemiology Reports","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Institut National Du Cancer; National Center for Chronic Disease Prevention and Health Promotion; World Health Organization","keywords":"Environmental health; Attributable risk; Medicine; Population; Counterfactual thinking; Public health; Risk factor; Risk assessment; Epidemiology; Relative risk; Pathology; Economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001900036,0.0002057584,0.0006263897,0.00020865,0.001397318,0.000004887328,0.00004270747,0.0003314467,0.0004852853],"category_scores_gemma":[0.004430117,0.0001489519,0.00005128087,0.0002384323,0.0001157518,0.0003433571,0.0001069779,0.0005439836,0.0000133408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004706205,"about_ca_system_score_gemma":0.0004164949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03881685,"about_ca_topic_score_gemma":0.005916726,"domain_scores_codex":[0.9960683,0.001406791,0.001144827,0.0005938094,0.0001103599,0.0006758852],"domain_scores_gemma":[0.9963968,0.001535609,0.001339834,0.0002902555,0.0001924253,0.0002450081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002871111,0.00003001089,0.9506517,0.0002131722,0.00002995108,8.17221e-7,0.000246504,0.00001556738,0.00001251252,0.0008789618,0.004991598,0.04290049],"study_design_scores_gemma":[0.0003420867,0.00003016494,0.8902308,0.0003389229,0.00002909681,0.00001211056,0.00004661847,0.000143569,0.000001693397,0.00873649,0.09993131,0.0001571246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696055,0.01571697,0.0006949309,0.007416033,0.004143852,0.001421059,0.0007046226,0.0001586284,0.0001384321],"genre_scores_gemma":[0.9505514,0.04633924,0.0001343112,0.0002743877,0.001020219,0.0007637348,0.00006868014,0.00002099199,0.0008270458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09493972,"threshold_uncertainty_score":0.9999027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2584295796357317,"score_gpt":0.5395405393612903,"score_spread":0.2811109597255587,"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."}}