{"id":"W2914067042","doi":"10.1002/jia2.25239","title":"Retention on antiretroviral therapy during Universal Test and Treat implementation in Zomba district, Malawi: a retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; United States Agency for International Development","keywords":"Medicine; Retrospective cohort study; Hazard ratio; Cohort; Breastfeeding; Cohort study; Proportional hazards model; Confidence interval; Antiretroviral therapy; Pediatrics; Human immunodeficiency virus (HIV); Viral load; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001816749,0.0004418957,0.0005717321,0.00118974,0.00121468,0.001167174,0.0008725543,0.0005594959,0.001105769],"category_scores_gemma":[0.004256013,0.0007232361,0.0006294397,0.001827799,0.0007136749,0.0008532095,0.001295691,0.0008167839,0.000230291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125099,"about_ca_system_score_gemma":0.001121172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05073228,"about_ca_topic_score_gemma":0.04845344,"domain_scores_codex":[0.9984896,0.0004938158,0.0001555232,0.0003043442,0.0001811192,0.0003754259],"domain_scores_gemma":[0.9970526,0.0003504562,0.001620114,0.0003330247,0.0003124276,0.0003313188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006324032,0.00003211999,0.9985678,0.00001990922,0.00005444123,0.00007414562,0.0004722911,0.00002003006,0.00007721309,0.00001421257,0.0001069727,0.0004974609],"study_design_scores_gemma":[0.000007955354,0.000111287,0.9984235,0.00003535914,0.00004426928,0.0002236657,0.0007433062,0.0001452244,0.00003610529,0.000008063282,0.0002149642,0.000006351792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989422,0.0002519087,0.00009023871,0.00003869429,0.00000325068,0.00003978363,0.0005452108,0.000002103635,0.00008668511],"genre_scores_gemma":[0.9991754,0.0001752779,0.00009362101,0.00004211994,0.000005218047,0.00004763878,0.0003785483,0.000001632368,0.00008047087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05073228,"threshold_uncertainty_score":0.100874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136882472567933,"score_gpt":0.3227190293444277,"score_spread":0.3090307820876344,"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."}}