{"id":"W2123949280","doi":"10.1093/cid/cir789","title":"What Is the Impact of Home-Based HIV Counseling and Testing on the Clinical Status of Newly Enrolled Adults in a Large HIV Care Program in Western Kenya?","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Abbott Laboratories; U.S. President’s Emergency Plan for AIDS Relief; Rockefeller Foundation; United States Agency for International Development; Abbott Fund","keywords":"Medicine; Human immunodeficiency virus (HIV); General partnership; Agency (philosophy); Family medicine; Program evaluation; Health care; Gerontology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102867,0.0001865066,0.0006659645,0.0001651344,0.00006920862,0.00004217488,0.0001553261,0.0001325378,0.0001263883],"category_scores_gemma":[0.007618963,0.0001017736,0.0006044251,0.0004512395,0.0005123704,0.000122019,0.00007410279,0.0006401112,0.00001180322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006124753,"about_ca_system_score_gemma":0.000471325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005783772,"about_ca_topic_score_gemma":0.0008212065,"domain_scores_codex":[0.9968625,0.0007578084,0.001259533,0.0003507908,0.0002907313,0.0004786566],"domain_scores_gemma":[0.9942266,0.004244425,0.0003098332,0.000482908,0.000370248,0.0003659498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001412793,0.005292964,0.9565218,0.0001818315,0.0001105978,0.00002177691,0.0009631849,0.000008212146,0.000002116494,0.000006070378,0.0005284369,0.03495018],"study_design_scores_gemma":[0.00820499,0.01134523,0.9719272,0.002164455,0.00008301956,0.000001318281,0.001819435,0.004181018,0.000009783626,0.0000976935,0.00006385288,0.0001019757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996156,0.001602671,0.00001895337,0.0002207875,0.00005896323,0.001420164,0.0001689466,0.00004053913,0.0003129806],"genre_scores_gemma":[0.9983362,0.001095857,0.00002570773,0.0002367667,0.00007653797,0.0001270642,0.00003191716,0.00002237986,0.0000475801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03484821,"threshold_uncertainty_score":0.9121161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07054433169488682,"score_gpt":0.4310240565227143,"score_spread":0.3604797248278275,"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."}}