{"id":"W7124753564","doi":"10.17116/profmed20252812115","title":"Public health dynamics in the Republic of Uzbekistan is the basis for the healthcare and health workforce development","year":2025,"lang":"en","type":"article","venue":"Russian Journal of Preventive Medicine","topic":"Economic and Industrial Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Public health; Health care; Population; Agency (philosophy); Health indicator; The Republic; Health policy; Population health; HRHIS","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007446592,0.0003528467,0.0002322187,0.001094151,0.00131502,0.001517045,0.000331182,0.0004213795,0.003898384],"category_scores_gemma":[0.0009798664,0.0001279079,0.0002383351,0.001078364,0.0005327025,0.0006914311,0.0009659699,0.0005398168,0.0004418351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002937529,"about_ca_system_score_gemma":0.00777938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0427416,"about_ca_topic_score_gemma":0.05949055,"domain_scores_codex":[0.9994389,0.0001721677,0.0000457538,0.00006934354,0.00009397996,0.0001798053],"domain_scores_gemma":[0.9996531,0.00004504182,0.000107037,0.00001787707,0.0001216341,0.00005531865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003156206,0.0002329665,0.4972056,0.001973236,0.0002176087,0.001404034,0.005142336,0.003782524,0.005266408,0.04081906,0.04128242,0.4023583],"study_design_scores_gemma":[0.00002525891,0.0001874947,0.8555384,0.001214682,0.0001296384,0.001045729,0.01079651,0.001436523,0.001050562,0.00719194,0.1213351,0.00004822814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483372,0.0419346,0.004812764,0.04306858,0.001028261,0.000243037,0.008335883,0.0002079557,0.0520316],"genre_scores_gemma":[0.9847915,0.007224469,0.002268691,0.0004965974,0.0001213629,0.00006219927,0.001330498,0.00000807791,0.003696664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0427416,"threshold_uncertainty_score":0.08498561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645552293783214,"score_gpt":0.3242009998289546,"score_spread":0.1596457704506332,"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."}}