{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004896607,0.00009061534,0.0001897487,0.0001163329,0.00006635438,0.00004507675,0.0001588051,0.00003372605,0.0003638326],"category_scores_gemma":[0.00009863761,0.00005989084,0.0003051073,0.0001951799,0.00004026393,0.0002416681,0.00005880673,0.0003517811,0.000003929253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007540064,"about_ca_system_score_gemma":0.00005761724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399662,"about_ca_topic_score_gemma":0.00002203285,"domain_scores_codex":[0.9986631,0.00006322555,0.0003240542,0.0001388171,0.0006871056,0.0001236537],"domain_scores_gemma":[0.9993283,0.00005814807,0.000223004,0.0001098589,0.0002297072,0.00005100427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002738259,0.000509936,0.9830312,0.00000835849,0.0002650143,0.00001119356,0.0004503508,0.000003119353,0.01270791,0.00007362408,0.001696284,0.0009692023],"study_design_scores_gemma":[0.004829197,0.006217524,0.9836648,0.0001199414,0.00003515432,0.00005278097,0.003172783,0.0002850158,0.001440413,0.00006342607,0.00006825465,0.00005073952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997287,0.00003073702,0.00001100388,0.0007912294,0.0001301727,0.0004648849,0.00002443747,0.000004299576,0.001256275],"genre_scores_gemma":[0.9953177,0.000186645,0.00005512182,0.00004477676,0.0001217712,0.000004228756,0.000008922677,0.00000871007,0.004252115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112675,"threshold_uncertainty_score":0.3983712,"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."}}