{"id":"W4211258924","doi":"10.3389/fpubh.2022.838051","title":"National Strategies for Preventing and Managing Non-communicable Diseases in Selected Countries","year":2022,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Wien","keywords":"Medicine; Psychological intervention; Non-communicable disease; Environmental health; Economic growth; Business; Public health; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004909781,0.0003988136,0.002079999,0.001564373,0.0005376269,0.0004849342,0.0006326668,0.0001962268,0.00005448309],"category_scores_gemma":[0.001265323,0.0003963202,0.0001394238,0.001823454,0.0001074043,0.001265393,0.000494531,0.0006460029,0.000003140056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002241,"about_ca_system_score_gemma":0.003532666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007106302,"about_ca_topic_score_gemma":0.0004826966,"domain_scores_codex":[0.996028,0.0003102591,0.001411219,0.0005618826,0.0003047523,0.001383868],"domain_scores_gemma":[0.9980508,0.0005065883,0.0009505171,0.0002829698,0.0001311559,0.00007798525],"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":[0.00000946104,0.0001232944,0.001610313,0.05725249,0.00007823878,0.000002820982,0.0001138587,0.0001295778,2.817938e-10,0.05020183,0.583018,0.3074601],"study_design_scores_gemma":[0.0003725654,0.00001637446,0.0003064013,0.0009800933,0.00002419797,0.000002495786,0.0008825476,0.008598,3.446821e-11,0.006598725,0.9819264,0.0002921669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001206232,0.9761835,0.0008866334,0.01582679,0.001073562,0.002109682,0.0001161304,0.00009503998,0.003696618],"genre_scores_gemma":[0.00007640496,0.9875161,0.001029975,0.008630473,0.0005008223,0.0009859708,0.001128617,0.00005913755,0.00007246955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3989084,"threshold_uncertainty_score":0.9998488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.082397636763347,"score_gpt":0.3635263793952897,"score_spread":0.2811287426319427,"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."}}