{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439379,0.0002131872,0.0001851293,0.0001613546,0.001439667,0.0009570596,0.0004787954,0.0002383828,0.001471122],"category_scores_gemma":[0.002351957,0.000167619,0.0001395846,0.0004427474,0.0008638675,0.000663079,0.001282424,0.0005048311,0.0001377577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003140236,"about_ca_system_score_gemma":0.002887954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1886327,"about_ca_topic_score_gemma":0.2791778,"domain_scores_codex":[0.9991719,0.000444007,0.0000338472,0.0000627157,0.00005288721,0.0002347307],"domain_scores_gemma":[0.9987822,0.0002017272,0.0003278502,0.00008488315,0.000140756,0.0004625462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005708222,0.001146451,0.9339665,0.0001451152,0.00005105774,0.001068783,0.02359123,0.0003999422,0.0008534217,0.0002636483,0.0009510797,0.03699195],"study_design_scores_gemma":[0.0001209574,0.001502388,0.957193,0.0001031591,0.00004792251,0.0006986809,0.03654844,0.0007715989,0.0003434311,0.00008917356,0.002549833,0.00003131101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999284,0.00009338657,0.00002679559,0.0001130416,0.000001421896,0.00001833207,0.00004438026,0.000001682002,0.0004170729],"genre_scores_gemma":[0.9996119,0.00007829068,0.0000508798,0.0000386035,0.000001669507,0.00001798787,0.00003365035,0.000001005077,0.0001661319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886327,"threshold_uncertainty_score":0.3750694,"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."}}