{"id":"W4413397910","doi":"10.1002/9781394323555.ch08","title":"Public Health Strategies and Institutions","year":2025,"lang":"en","type":"other","venue":"","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Political science; Business; 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":[0.004952923,0.0005846217,0.0003006032,0.004184572,0.00396122,0.01454266,0.001567579,0.003158295,0.03085569],"category_scores_gemma":[0.01162711,0.000324977,0.0003706105,0.004493384,0.006654533,0.00593813,0.005848968,0.001931246,0.002667394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0143083,"about_ca_system_score_gemma":0.03195456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519735,"about_ca_topic_score_gemma":0.01706442,"domain_scores_codex":[0.9903938,0.002790724,0.0003048216,0.0006103273,0.002013361,0.003886969],"domain_scores_gemma":[0.9943433,0.001359757,0.000810994,0.0004384564,0.001254156,0.001793367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001610783,0.00007814228,0.006372871,0.0002276838,0.00001540789,0.0001239762,0.002989765,0.0005930976,0.0001112575,0.9174351,0.0194916,0.05254506],"study_design_scores_gemma":[0.00002418773,0.00006952936,0.009715268,0.0008243141,0.00001466347,0.0002500045,0.0197328,0.0002772078,0.000270351,0.055095,0.9137049,0.00002176141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01894663,0.007411213,0.001823802,0.03025654,0.0003920348,0.0003389681,0.0004421888,0.00011024,0.9402783],"genre_scores_gemma":[0.8281211,0.01483856,0.004939963,0.01151364,0.0005106303,0.0007646485,0.0008019128,0.00008924037,0.1384203],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03085569,"threshold_uncertainty_score":0.1038144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3098518591819608,"score_gpt":0.5456141224980869,"score_spread":0.2357622633161261,"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."}}