{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005486401,0.0003384174,0.000474122,0.003611541,0.0003303631,0.001059073,0.0006543978,0.0004974502,0.001957332],"category_scores_gemma":[0.02680487,0.0002782426,0.001036101,0.005432871,0.0003334456,0.001885181,0.001189556,0.0007936122,0.0002908403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001756816,"about_ca_system_score_gemma":0.003309126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06508663,"about_ca_topic_score_gemma":0.05398185,"domain_scores_codex":[0.9973483,0.001335354,0.0002998118,0.0002998456,0.0005343582,0.0001823104],"domain_scores_gemma":[0.9945068,0.002084705,0.001181161,0.0006601752,0.001310759,0.0002563985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002839672,0.0001044009,0.9454166,0.0001992345,0.0003533944,0.00003818874,0.000335814,0.003094819,0.0001072146,0.004397224,0.006217041,0.03945204],"study_design_scores_gemma":[0.00002586954,0.0001293018,0.9740596,0.0001270558,0.0004115545,0.0002431446,0.0009386982,0.01099022,0.0003397383,0.004226876,0.008475661,0.00003237806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8453373,0.0133258,0.01788618,0.008900103,0.0002912782,0.0004296695,0.09069873,0.0004338563,0.02269709],"genre_scores_gemma":[0.9763629,0.004009433,0.002776759,0.0003261309,0.0001147853,0.0001835894,0.01500796,0.00002332742,0.001195151],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06508663,"threshold_uncertainty_score":0.1294156,"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."}}