{"id":"W7132924247","doi":"","title":"Quantifying the Burden of Cancer in People Living with HIV in Ontario and Examining Associations between CD4 Measures and Cancer Risk","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Cancer; Human immunodeficiency virus (HIV); Incidence (geometry); Epidemiology; Cancer incidence; Population; Hazard ratio; Young adult","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000901275,0.0001742641,0.0002469537,0.001185192,0.001514508,0.0008384016,0.0005880455,0.0002488524,0.00188673],"category_scores_gemma":[0.005064619,0.0001753678,0.0005702121,0.002714338,0.0003555962,0.0004938483,0.0008355674,0.0003842322,0.0001266214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01195628,"about_ca_system_score_gemma":0.02025879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.923903,"about_ca_topic_score_gemma":0.9677115,"domain_scores_codex":[0.9992697,0.00009892074,0.00005800081,0.00008046802,0.0003544247,0.000138524],"domain_scores_gemma":[0.9977614,0.0002692393,0.0006406743,0.00007461484,0.0008934253,0.0003607168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004946199,0.00001400463,0.9714436,0.0002987597,0.0001233753,0.000059132,0.001657531,0.0002210212,0.000193249,0.0002837497,0.003598845,0.02205725],"study_design_scores_gemma":[0.000005801672,0.00002503872,0.9927101,0.0001596176,0.00008686931,0.00004046685,0.001604976,0.0002365811,0.00007103874,0.0001149749,0.004935984,0.00000861925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501982,0.009253222,0.0009121661,0.00727517,0.0001120124,0.0002292714,0.01507001,0.0000371493,0.01691283],"genre_scores_gemma":[0.9883465,0.005157207,0.001325312,0.0003919019,0.00004499822,0.00008508556,0.002269262,0.000006796734,0.002372904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07609695,"threshold_uncertainty_score":0.1530902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04051323986932653,"score_gpt":0.3389624511139202,"score_spread":0.2984492112445937,"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."}}