{"id":"W4367849734","doi":"10.12927/hcq.2023.27059","title":"Cancer Risk among Adults Living with HIV in Ontario","year":2023,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Cancer; Comorbidity; Gerontology; Health care; Incidence (geometry); Cancer registry; Environmental health; Family medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001716314,0.0001199059,0.0001713729,0.0005425926,0.002130558,0.0006597856,0.0003569206,0.000197167,0.002875895],"category_scores_gemma":[0.0007867639,0.0001658625,0.0003545377,0.001531008,0.0002432568,0.0002699863,0.0005691213,0.0003682776,0.000159831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272351,"about_ca_system_score_gemma":0.01537241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988624,"about_ca_topic_score_gemma":0.9947208,"domain_scores_codex":[0.999749,0.00001510981,0.00001718845,0.00002704546,0.00009780212,0.00009385699],"domain_scores_gemma":[0.9995337,0.00001612223,0.0001119047,0.000009576775,0.000148712,0.0001801215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003600974,0.00002861085,0.9895408,0.00003513645,0.00001859214,0.0001066376,0.001353569,0.00004143138,0.0001304269,0.00008935185,0.002705191,0.005914133],"study_design_scores_gemma":[0.000006850293,0.00001288927,0.9965366,0.0000312014,0.00001041093,0.00004384051,0.001365196,0.00007383528,0.00001838775,0.00002420237,0.001873006,0.000003551923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813455,0.001279193,0.00006358298,0.001606337,0.00002836806,0.00007809311,0.005104965,0.00001314901,0.01048087],"genre_scores_gemma":[0.9949878,0.001001084,0.0001068752,0.0002203934,0.00001187639,0.00002686552,0.001137002,0.000002691701,0.002505427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272351,"threshold_uncertainty_score":0.09231591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204725294414239,"score_gpt":0.2722468815580342,"score_spread":0.2601996286138918,"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."}}