{"id":"W4389816507","doi":"10.3389/fpubh.2023.1297019","title":"Settings, populations, and time: a conceptual framework for public health interventions","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk Fonden","keywords":"Population; Health promotion; Conceptual framework; Public health; Population health; Psychological intervention; Perspective (graphical); Charter; Public relations; Promotion (chess); Knowledge management; Computer science; Medicine; Sociology; Political science; Environmental health; Nursing; Artificial intelligence; Social science","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":[0.02317277,0.00179487,0.001364535,0.006874936,0.005526685,0.01108959,0.004438811,0.00468664,0.00517844],"category_scores_gemma":[0.0134806,0.0008277478,0.001488025,0.004298514,0.03432728,0.01613747,0.009001982,0.006023248,0.0005457724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01566305,"about_ca_system_score_gemma":0.01463623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073535,"about_ca_topic_score_gemma":0.008173529,"domain_scores_codex":[0.9683791,0.02756949,0.0007597998,0.001229318,0.001195292,0.0008669886],"domain_scores_gemma":[0.9887367,0.007777059,0.0009646588,0.0005937295,0.0007379481,0.001189958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001161738,0.00004170099,0.0005649911,0.0001851721,0.00001199823,0.00005666225,0.009689813,0.0007840224,0.00003746171,0.9792491,0.0009821178,0.008385407],"study_design_scores_gemma":[0.00005086313,0.0001212415,0.0007575872,0.0009689392,0.0000399353,0.000150617,0.01930637,0.002251968,0.00007666186,0.8990067,0.07723431,0.00003494279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02403953,0.02754356,0.5951118,0.13299,0.001601511,0.002769985,0.0006061023,0.0003290249,0.2150083],"genre_scores_gemma":[0.5687424,0.01411022,0.3838223,0.009279851,0.0006483436,0.01300958,0.0004324632,0.0001400495,0.009814735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02317277,"threshold_uncertainty_score":0.1225508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2234109878557688,"score_gpt":0.4938572247944741,"score_spread":0.2704462369387053,"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."}}