{"id":"W4402581935","doi":"10.1089/apc.2024.0144","title":"Reported Side Effects and Adherence of Daily HIV Pre-Exposure Prophylaxis Users in Ontario, Canada: An Analysis of the Ontario Pre-Exposure Prophylaxis Cohort Study","year":2024,"lang":"en","type":"article","venue":"AIDS Patient Care and STDs","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; START Clinic; Black Coalition for AIDS Prevention; Ontario HIV Treatment Network; Canadian Respiratory Research Network; York University; Toronto Public Health; University of Guelph; Ottawa Hospital; University Health Network; Greo; Toronto General Hospital; Ontario Ministry of Labour; Hamilton Health Sciences; AIDS Committee of Toronto; University of Ottawa; Hamilton Regional Laboratory Medicine Program; Maple Leaf Medical Clinic","funders":"","keywords":"Medicine; Pre-exposure prophylaxis; Nausea; Cohort; Human immunodeficiency virus (HIV); Cohort study; Side effect (computer science); Diarrhea; Incidence (geometry); Internal medicine; Family medicine; Men who have sex with men","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":[0.0002978322,0.0002208583,0.0006526278,0.0003763517,0.00007988824,0.00003374874,0.0001350224,0.0001003245,0.00008290134],"category_scores_gemma":[0.0002421092,0.0001485852,0.0001729992,0.001067152,0.00012737,0.0001382118,0.0001199787,0.0005039087,1.810148e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576896,"about_ca_system_score_gemma":0.001821371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9772217,"about_ca_topic_score_gemma":0.9986508,"domain_scores_codex":[0.9974541,0.0002447558,0.0007099565,0.000530879,0.0007926963,0.0002675947],"domain_scores_gemma":[0.9985296,0.00009978344,0.0001530646,0.0006268732,0.0004051218,0.0001855926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002227141,0.0003762122,0.927737,0.0005497264,0.001424459,0.0001291439,0.0268992,0.00002511527,0.0003347094,0.00000418408,0.0001029329,0.04219463],"study_design_scores_gemma":[0.000633953,0.1457192,0.8482066,0.0004355538,0.0009733615,0.000005391204,0.003209366,0.000105238,0.0005201747,0.000003087926,0.00006900796,0.0001190728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961283,0.000918572,0.000007458442,0.00000380999,0.00008163846,0.002176118,0.00007494914,0.00001352512,0.0005956179],"genre_scores_gemma":[0.9973837,0.00001178248,0.00005613446,0.000007883267,0.000008451564,0.0001513537,0.0001153253,0.00001558486,0.002249777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.145343,"threshold_uncertainty_score":0.6059126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010198728296388,"score_gpt":0.2641717750127881,"score_spread":0.2540697877298242,"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."}}