{"id":"W4391382706","doi":"10.1371/journal.pgph.0002343","title":"Virological and care outcomes of community ART distribution: Experience with the PODI+ model in Kinshasa, Democratic Republic of the Congo","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"United States Agency for International Development","keywords":"Medicine; Viral load; Odds ratio; Odds; Demography; Confounding; Internal medicine; Human immunodeficiency virus (HIV); Family medicine; Logistic regression","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":[0.0006834388,0.0000998145,0.0003041249,0.00003920448,0.0001738776,0.00004074824,0.0002529853,0.00005239147,0.00005091155],"category_scores_gemma":[0.0008228342,0.00004668781,0.00008046252,0.0006044679,0.0005507502,0.0001314423,0.0001634147,0.0004560586,0.000001749936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158931,"about_ca_system_score_gemma":0.0007409264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000418814,"about_ca_topic_score_gemma":0.0007051425,"domain_scores_codex":[0.9982743,0.0005083352,0.0003515161,0.0001332804,0.0004206226,0.0003119991],"domain_scores_gemma":[0.9989476,0.0001449555,0.00007091834,0.0004504335,0.0001821216,0.0002039219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002726096,0.00367285,0.7148522,0.004331321,0.0005377978,0.00002369492,0.02852233,0.00004010376,0.0001572195,0.08993984,0.1221919,0.03545813],"study_design_scores_gemma":[0.001382126,0.004687876,0.940777,0.0007115913,0.00003821784,0.00008033931,0.01727333,0.02728251,0.00004036842,0.001042009,0.006536404,0.0001482531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258847,0.0008500601,0.000660468,0.06866682,0.00001224091,0.0005128805,0.0003462187,0.00002501118,0.003041609],"genre_scores_gemma":[0.9987853,0.00005337374,0.00004014388,0.0007286778,0.000007737989,0.00005089218,0.00006148879,0.000004239805,0.0002681294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2259248,"threshold_uncertainty_score":0.2029262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08661837056516519,"score_gpt":0.3781302959419308,"score_spread":0.2915119253767656,"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."}}