{"id":"W7101389920","doi":"10.1093/eurpub/ckaf161.089","title":"Health Economic Modeling for Policy Simulation","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Population health; Menthol; Investment (military); Population; Health policy; Health economics; Health promotion; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005935994,0.001612151,0.001711473,0.001666012,0.0008764472,0.002842896,0.002233344,0.003541628,0.01994478],"category_scores_gemma":[0.02427308,0.0008819536,0.001699063,0.002474855,0.001423741,0.001833049,0.002260412,0.003940287,0.00144807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757793,"about_ca_system_score_gemma":0.004689546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03080739,"about_ca_topic_score_gemma":0.01246256,"domain_scores_codex":[0.9967585,0.00246727,0.000128061,0.0002112481,0.0002688695,0.0001659934],"domain_scores_gemma":[0.9799387,0.01708803,0.000902797,0.0005826172,0.001098179,0.0003896232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002281818,0.00003440773,0.0005622889,0.00008653395,0.00004267646,0.00005548185,0.00004239304,0.8548398,0.00003265036,0.1364373,0.003493768,0.004349788],"study_design_scores_gemma":[0.00003465822,0.00001242297,0.0001109896,0.00006251512,0.00001218847,0.00001216067,0.00003689212,0.8571298,0.00003234124,0.1353746,0.007167787,0.00001375624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01086494,0.001893818,0.924265,0.009030554,0.0006405778,0.0007067851,0.003912979,0.0007836489,0.0479017],"genre_scores_gemma":[0.5160996,0.005931308,0.4363885,0.001922674,0.0009607114,0.005497262,0.004564655,0.0005603348,0.02807499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03080739,"threshold_uncertainty_score":0.06672198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3718539003494998,"score_gpt":0.4957886769123473,"score_spread":0.1239347765628475,"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."}}