{"id":"W7161997866","doi":"10.82308/19673","title":"Antiretroviral therapy use, and self-reported adherence and viral suppression among women living with HIV in Canada","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antiretroviral therapy; Protease inhibitor (pharmacology); Integrase; Integrase inhibitor; Human immunodeficiency virus (HIV); Nucleoside Reverse Transcriptase Inhibitor; Antiretroviral medication; Reverse transcriptase; Viral load","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0009314181,0.0003201362,0.000451766,0.001808898,0.003870031,0.00154664,0.001452441,0.0005252541,0.002462206],"category_scores_gemma":[0.004519792,0.0003357094,0.0008814994,0.005481203,0.0008272104,0.0005132816,0.001096101,0.001138685,0.0002033323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02770263,"about_ca_system_score_gemma":0.04577905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952192,"about_ca_topic_score_gemma":0.9958956,"domain_scores_codex":[0.9988109,0.00007939002,0.0001021777,0.0001406294,0.0004655618,0.0004013485],"domain_scores_gemma":[0.9972574,0.0001823138,0.0005198067,0.00006953948,0.001248666,0.000722378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002730197,0.00003255403,0.9954992,0.00005365911,0.00004591783,0.00002951166,0.0005646449,0.00004933885,0.00002170002,0.00008401806,0.001178898,0.002413191],"study_design_scores_gemma":[0.000009870353,0.00001805054,0.9954969,0.0001422046,0.0000509987,0.00005587949,0.002204243,0.0002251014,0.00002602591,0.00004381997,0.001713075,0.00001398856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968623,0.004742051,0.0001445641,0.001820305,0.00006793634,0.0001792928,0.0177678,0.0000169671,0.006638206],"genre_scores_gemma":[0.9923525,0.002080691,0.0002901112,0.0003921309,0.00001968432,0.00008418371,0.003696904,0.000006785928,0.001077123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02770263,"threshold_uncertainty_score":0.2009976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348016418420182,"score_gpt":0.2863954001888764,"score_spread":0.2729152360046746,"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."}}