{"id":"W3036783534","doi":"10.1002/jia2.25496","title":"Layering and scaling up chronic non‐communicable disease care on existing HIV care systems and acute care settings in Kenya: a cost and budget impact analysis","year":2020,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; CRDF Global","keywords":"Medicine; Health care; Population; Disease burden; Population health; Acute care; Non-communicable disease; Environmental health; Health economics; Public health; Medical emergency; Nursing; Economic growth","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":[0.00413712,0.001323938,0.0005246481,0.003307142,0.001180003,0.002244184,0.001022269,0.0007317464,0.00387088],"category_scores_gemma":[0.008065875,0.0009218362,0.001601712,0.004435068,0.0006996068,0.00232221,0.001837093,0.001011926,0.000199208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02022337,"about_ca_system_score_gemma":0.009266783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1750248,"about_ca_topic_score_gemma":0.1903833,"domain_scores_codex":[0.9967543,0.001534663,0.0002392026,0.000170763,0.0004874287,0.0008136112],"domain_scores_gemma":[0.9953863,0.001839416,0.001455547,0.0001166916,0.000716405,0.0004856087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001982585,0.001636363,0.5534752,0.003434191,0.001802414,0.001714944,0.001150592,0.2852426,0.001699762,0.009737452,0.006732006,0.1313919],"study_design_scores_gemma":[0.0006614961,0.003748485,0.7319906,0.003220868,0.002296093,0.00111502,0.006482084,0.2345195,0.001870838,0.003144027,0.01065018,0.0003007582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979218,0.002236867,0.002447371,0.001488875,0.00002587967,0.001609029,0.0065335,0.00002811674,0.006412302],"genre_scores_gemma":[0.987416,0.002208664,0.007251695,0.0001419413,0.00002053799,0.0005985676,0.001924295,0.000009596688,0.0004288165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1750248,"threshold_uncertainty_score":0.348012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214476248927977,"score_gpt":0.3490670346667369,"score_spread":0.3276194097739392,"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."}}