{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004674575,0.001261526,0.001986194,0.007260502,0.0003842249,0.002064344,0.001321568,0.001505512,0.004125982],"category_scores_gemma":[0.005947299,0.0004117203,0.001494512,0.006750729,0.0004470822,0.002144194,0.001382398,0.001222902,0.000779333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148695,"about_ca_system_score_gemma":0.009987298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007352457,"about_ca_topic_score_gemma":0.01413719,"domain_scores_codex":[0.9983714,0.0006369337,0.000377175,0.00009493712,0.0003905796,0.0001289106],"domain_scores_gemma":[0.9978724,0.001161914,0.0004549364,0.00004776624,0.0003624375,0.0001006161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000658279,0.00008935686,0.000382214,0.1834863,0.0005842622,0.00009851939,0.000218415,0.000438711,0.0002483094,0.007334915,0.01998397,0.7870691],"study_design_scores_gemma":[0.0001153638,0.0001457991,0.003226991,0.3364105,0.001681829,0.000465225,0.0005586204,0.0001997234,0.0003493927,0.002484364,0.6543314,0.00003090665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009813179,0.9982899,0.00008918536,0.000497381,0.00008508553,0.00004456065,0.00004362469,0.000006593275,0.0008456025],"genre_scores_gemma":[0.001209343,0.9973921,0.0007698678,0.0003151174,0.00002944306,0.00007488437,0.00005879165,0.000001486357,0.0001489354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007352457,"threshold_uncertainty_score":0.0247218,"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."}}