{"id":"W3212438641","doi":"10.1177/09564624221106523","title":"The epidemiology of delayed HIV diagnosis in Ibadan, Nigeria","year":2022,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Medicine; HIV diagnosis; Transmission (telecommunications); Logistic regression; Epidemiology; Observational study; Human immunodeficiency virus (HIV); Pediatrics; Viral load; Antiretroviral therapy; Immunology; Internal 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002148833,0.00006705254,0.0002690129,0.0003650927,0.00006829798,0.000006194648,0.0004744801,0.00002569178,0.001503968],"category_scores_gemma":[0.002351352,0.00004657262,0.0002977078,0.000177483,0.0001060491,0.00008451359,0.0001533172,0.0005050121,0.000009080853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219555,"about_ca_system_score_gemma":0.0001740743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054656,"about_ca_topic_score_gemma":0.00005229802,"domain_scores_codex":[0.9979983,0.0002914189,0.0008608267,0.00008416772,0.0005877125,0.0001775658],"domain_scores_gemma":[0.9979358,0.001001976,0.0003713516,0.0001172319,0.0004793379,0.00009424616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001669631,0.0006761994,0.8579205,0.00001101415,0.0008012596,0.0002894184,0.0003768414,0.0002418053,0.001309631,0.005502813,0.09048533,0.04071556],"study_design_scores_gemma":[0.01171918,0.02895607,0.4721443,0.0008667694,0.0001617631,0.003143532,0.006259805,0.003388988,0.003995621,0.0271186,0.441891,0.0003543831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794143,0.002452222,0.001050691,0.01419952,0.0005159187,0.0001249298,0.00007481032,0.000004048463,0.002163528],"genre_scores_gemma":[0.995271,0.0007157075,0.0005679352,0.0002745185,0.0002068912,0.00002855456,0.00001184617,0.000008423452,0.002915182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3857762,"threshold_uncertainty_score":0.9994088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601926357667779,"score_gpt":0.3851794142145804,"score_spread":0.3491601506379026,"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."}}