{"id":"W4412826311","doi":"10.36871/ek.up.p.r.2025.05.14.002","title":"ECONOMIC EFFICIENCY OF PREVENTIVE PROGRAMS IN THE PUBLIC HEALTH SYSTEM","year":2025,"lang":"en","type":"article","venue":"EKONOMIKA I UPRAVLENIE PROBLEMY RESHENIYA","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Business; Environmental health; Medicine; Nursing","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":[0.01116072,0.000510211,0.0009228855,0.002128143,0.0005680773,0.004881723,0.0008921059,0.001379791,0.005955979],"category_scores_gemma":[0.02671717,0.000400487,0.0007910402,0.001787271,0.001848271,0.003087044,0.001935967,0.001158646,0.0003678374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006652318,"about_ca_system_score_gemma":0.005858066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004588111,"about_ca_topic_score_gemma":0.002067521,"domain_scores_codex":[0.9867364,0.009661953,0.0002817542,0.0004427087,0.001569909,0.001307384],"domain_scores_gemma":[0.9815956,0.01384403,0.001756346,0.0008903197,0.001277674,0.0006360137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009458095,0.0006911133,0.04467611,0.0009685892,0.0008255754,0.0005320047,0.0005813484,0.3115258,0.001059351,0.4614476,0.005838547,0.1709081],"study_design_scores_gemma":[0.0003730164,0.001134742,0.07944469,0.001052084,0.0006624112,0.0006062848,0.00286764,0.4171935,0.00136657,0.4573697,0.03780572,0.0001236772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5781839,0.01979065,0.1401147,0.02612843,0.0004472386,0.001176212,0.001550328,0.0001929683,0.2324155],"genre_scores_gemma":[0.9902082,0.002444726,0.004162156,0.0002015744,0.00009869639,0.0001560722,0.0001317974,0.00001320631,0.002583674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116072,"threshold_uncertainty_score":0.05902421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07047206156166082,"score_gpt":0.2861635457643215,"score_spread":0.2156914842026607,"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."}}