{"id":"W3125740749","doi":"","title":"Oxford Textbook of Public Health","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; International health; Health policy; Health promotion; Global health; HRHIS; Social determinants of health; Health education; Economic growth; Health equity; Environmental health; Political science; Population health; Medicine; Economics; 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":[0.009294987,0.0003215938,0.001054058,0.001162429,0.0001804015,0.0001442633,0.001168728,0.0004945343,0.0003616448],"category_scores_gemma":[0.001774882,0.0003267062,0.0002161263,0.0002741173,0.0004270937,0.0003298255,0.002667392,0.001488209,0.00005602249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000646583,"about_ca_system_score_gemma":0.001199582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139444,"about_ca_topic_score_gemma":0.001259773,"domain_scores_codex":[0.9954807,0.000226255,0.001437401,0.0007915248,0.000229287,0.001834886],"domain_scores_gemma":[0.9973,0.000304274,0.0008884904,0.001076051,0.0002973953,0.0001338276],"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":[0.00007908149,0.0005863195,0.0371164,0.004897352,0.0001927094,0.00001244094,0.0004945153,0.002596083,0.000003577923,0.2014167,0.04682237,0.7057825],"study_design_scores_gemma":[0.0002851899,0.00003158992,0.01095568,0.0001244404,0.000002679443,0.000001511497,0.0004031141,0.004507552,3.385263e-7,0.01016594,0.9732771,0.0002448714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1157386,0.0003620016,0.00001465925,0.04142342,0.001200337,0.001298541,0.00003900736,0.00009740626,0.839826],"genre_scores_gemma":[0.9316444,0.02418595,0.0008485687,0.03601734,0.003480246,0.0004815607,0.0003652292,0.000205164,0.00277156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9264547,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144155353270813,"score_gpt":0.3684839518545956,"score_spread":0.2243285985837827,"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."}}