{"id":"W4416674915","doi":"10.1186/s12876-025-04489-4","title":"Prevalence and correlates of hyperbilirubinemia among people living with HIV (PLHIV) receiving atazanavir boosted with ritonavir (ATV/r)","year":2025,"lang":"en","type":"article","venue":"BMC Gastroenterology","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Atazanavir; Human immunodeficiency virus (HIV); Ritonavir; Hepatology; MEDLINE; Young adult","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":[0.0001704224,0.0002138981,0.0004421891,0.00009744958,0.00006930642,0.000007561189,0.0001157055,0.0001191357,0.00003487897],"category_scores_gemma":[0.0001119755,0.0001589586,0.00003960211,0.0001678104,0.0003380093,0.00006881745,0.0001102773,0.0003070435,0.000001660184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003973449,"about_ca_system_score_gemma":0.0001431925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001067013,"about_ca_topic_score_gemma":0.0006390401,"domain_scores_codex":[0.9985844,0.00006561437,0.0003336695,0.0004330733,0.0001570888,0.0004261545],"domain_scores_gemma":[0.999007,0.0002055357,0.0001634696,0.0003396942,0.000112686,0.0001715522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002165078,0.0001118227,0.9927424,0.002734381,0.00004596491,0.00001729425,0.0001039716,0.000005618033,0.0017938,0.000004317756,0.0001059659,0.0001694184],"study_design_scores_gemma":[0.002177649,0.001440301,0.9917929,0.002352887,0.0001618621,0.0004085275,0.0002180934,0.0002489888,0.001108053,0.000002936481,0.00001016307,0.00007768186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980752,0.0004590205,0.0004029975,0.0002668059,0.00005336328,0.0003805889,0.00001914938,0.00004986363,0.0002930229],"genre_scores_gemma":[0.996711,0.0000774039,0.001860192,0.0002433426,0.00003254798,0.00003809268,0.00002240358,0.00001805621,0.000996928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001457195,"threshold_uncertainty_score":0.6482143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005628553702651403,"score_gpt":0.2341280957391716,"score_spread":0.2284995420365202,"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."}}