{"id":"W4410389607","doi":"10.1016/j.lanwpc.2025.101574","title":"Unveiling pathways to enhance hypertension and diabetes care in rural China: a mixed methods study using the care cascade model","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Western Pacific","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health; Chinese Academy of Medical Sciences","keywords":"Cascade; Diabetes mellitus; China; Medicine; Environmental health; Political science; Endocrinology; Engineering; Chemical engineering","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":[0.01715098,0.0006871769,0.0005226937,0.002199164,0.003383182,0.001744043,0.001140157,0.0006896615,0.001993635],"category_scores_gemma":[0.01123166,0.0005258567,0.001020732,0.002293848,0.001046439,0.002217066,0.002293819,0.0007753851,0.00009864666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006668098,"about_ca_system_score_gemma":0.01717817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03730517,"about_ca_topic_score_gemma":0.05928468,"domain_scores_codex":[0.9940583,0.004296822,0.0002729636,0.0003915247,0.0003364167,0.0006441245],"domain_scores_gemma":[0.9943772,0.003283053,0.0008656192,0.0002369547,0.000749692,0.0004875794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00061284,0.003370654,0.3585763,0.002812135,0.0002996557,0.001908448,0.5103164,0.001518725,0.001899633,0.003423889,0.001175856,0.1140854],"study_design_scores_gemma":[0.0005020078,0.004810518,0.2931711,0.001718544,0.000639879,0.0003343216,0.6781083,0.009242385,0.001725179,0.003201904,0.006404334,0.0001415987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944206,0.0003314804,0.001719153,0.0004002705,0.000007887182,0.002179434,0.0001057403,0.00000822425,0.0008271622],"genre_scores_gemma":[0.9868677,0.000551698,0.008605288,0.0002159243,0.000007800865,0.003291742,0.00009214982,0.000004027515,0.0003637443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03730517,"threshold_uncertainty_score":0.09070414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08881762276191935,"score_gpt":0.3651859717124447,"score_spread":0.2763683489505253,"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."}}