{"id":"W4416413133","doi":"10.1097/qad.0000000000004409","title":"Antiretroviral utilization and adherence before vs. after expansion of a provincial drug insurance policy","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Human immunodeficiency virus (HIV); Drug; Health insurance; MEDLINE; Antiretroviral therapy; Health policy","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":[0.0001009344,0.0000660323,0.0001505417,0.0002264573,0.00003675037,0.00001059066,0.00004898028,0.00004062016,0.00006638152],"category_scores_gemma":[0.0003083039,0.00005405159,0.0000604043,0.0003859726,0.0001116387,0.00011484,0.0000567134,0.00009521491,0.000006758547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002819817,"about_ca_system_score_gemma":0.0002118955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007308968,"about_ca_topic_score_gemma":0.00009885497,"domain_scores_codex":[0.9993516,0.00003620145,0.0001784354,0.0001368442,0.0001560718,0.0001408557],"domain_scores_gemma":[0.9996323,0.00001325891,0.00003017254,0.0001478969,0.0001173716,0.00005901175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003761277,0.00009910765,0.6811362,0.0004156748,0.00002320061,0.000006055589,0.0004325928,4.42515e-8,0.003472027,0.002238885,0.002439491,0.3093606],"study_design_scores_gemma":[0.001488664,0.005555277,0.9748524,0.001067943,0.00002925086,0.000005105498,0.000159352,0.000522882,0.01313547,0.0007383311,0.002370861,0.00007440641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944146,0.0004311156,0.0004904175,0.0003387141,0.0000252864,0.0002553873,0.0000359721,0.0000187546,0.003989715],"genre_scores_gemma":[0.9826615,0.00007518061,0.0002268453,0.0001062111,0.00005490127,0.00002844786,0.0000159402,0.000005482786,0.0168255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092862,"threshold_uncertainty_score":0.220416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461494899907465,"score_gpt":0.3344041172411347,"score_spread":0.31978916824206,"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."}}