{"id":"W4407010951","doi":"10.1097/qad.0000000000004135","title":"Exploring the role of sex in hospitalizations among people with and without HIV in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; Simon Fraser University","funders":"National Institute on Drug Abuse","keywords":"Medicine; Poisson regression; Confounding; Demography; Human immunodeficiency virus (HIV); Rate ratio; Incidence (geometry); Gerontology; Internal medicine; Immunology; Population; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004001769,0.00003031392,0.0001149221,0.00003538463,0.00005430495,0.00001069846,0.00002672627,0.00001392935,0.000006805984],"category_scores_gemma":[0.00001530875,0.00003312949,0.000005183264,0.0003908454,0.00002468544,0.00003966461,0.00001278728,0.00006571103,2.009002e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007283261,"about_ca_system_score_gemma":0.0002508385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9467422,"about_ca_topic_score_gemma":0.9926422,"domain_scores_codex":[0.9996167,0.00001436327,0.0001262515,0.00009267319,0.00006089416,0.00008908488],"domain_scores_gemma":[0.9997745,0.00002685927,0.00002122589,0.0001200629,0.00002904504,0.00002835926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002024597,0.00004344805,0.9957134,0.0000189894,0.00001403477,0.00000289725,0.0004263147,0.0000128587,0.000001572558,0.00005023123,0.00005563557,0.003658586],"study_design_scores_gemma":[0.000645063,0.00004196775,0.9968195,0.0002998742,0.00001959552,0.000003812504,0.001480887,0.0002848715,0.000008402522,0.00005528992,0.0003145397,0.00002622925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971252,0.0002599381,0.00001377034,0.0002270836,0.00001140193,0.0002918864,0.000006592729,0.000005682539,0.002058459],"genre_scores_gemma":[0.9987827,0.00007743917,0.00009796573,0.00004990545,0.000002682645,0.000132492,0.00001233464,0.000004822904,0.0008396458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04589996,"threshold_uncertainty_score":0.1350981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008127367384478416,"score_gpt":0.2307182963265179,"score_spread":0.2225909289420394,"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."}}