{"id":"W2885013485","doi":"10.1093/inthealth/ihy049","title":"Early experiences integrating hypertension and diabetes screening and treatment in a human immunodeficiency virus clinic in Malawi","year":2018,"lang":"en","type":"article","venue":"International Health","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Human immunodeficiency virus (HIV); Diabetes mellitus; Medicine; Virology; Intensive care medicine; Pediatrics; Immunology; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044363,0.00009958975,0.0002054939,0.0002282428,0.0001486395,0.0000187331,0.00004200157,0.00004432906,0.00004413591],"category_scores_gemma":[0.00003175462,0.00007874377,0.00001735028,0.0001290649,0.00009354757,0.00008335211,0.00002766076,0.0001081356,0.00000927005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969388,"about_ca_system_score_gemma":0.00007726167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005461392,"about_ca_topic_score_gemma":0.0009338781,"domain_scores_codex":[0.9989815,0.00004403815,0.0003951194,0.0002560129,0.0001205212,0.0002027784],"domain_scores_gemma":[0.9995859,0.00007714856,0.00009563751,0.000100112,0.00005584543,0.00008541338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000602768,0.0003589626,0.9298941,0.00001384129,0.00001529836,0.00001078392,0.006986234,2.624542e-7,0.0004224001,0.0003028793,0.00001140655,0.06192348],"study_design_scores_gemma":[0.001945705,0.001667528,0.9902669,0.0005557245,0.000004456496,0.0000201833,0.001710457,0.0033103,0.00006756722,0.0001170897,0.0002671378,0.00006699188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958569,0.0008274227,0.00001741603,0.001982531,0.00007051088,0.0003257616,0.000004716952,0.00001686611,0.0008978741],"genre_scores_gemma":[0.997902,0.0002954838,0.001139199,0.0003725144,0.00004065189,0.00008795797,0.00001933621,0.00000796856,0.0001348829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06185649,"threshold_uncertainty_score":0.8256028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05559380139929426,"score_gpt":0.3910532333635444,"score_spread":0.3354594319642501,"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."}}