{"id":"W3133060278","doi":"10.1371/journal.pone.0246999","title":"A qualitative investigation of HIV treatment dispensing models and impacts on adherence among people living with HIV who use drugs","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; British Columbia Centre on Substance Use; University of British Columbia","funders":"Canadian Institutes of Health Research; National Institute on Drug Abuse; University of British Columbia; National Institutes of Health; Michael Smith Health Research BC","keywords":"Medicine; Vulnerability (computing); Qualitative research; Agency (philosophy); Population; Quality of life (healthcare); Treatment as prevention; Human immunodeficiency virus (HIV); Antiretroviral therapy; Environmental health; Family medicine; Viral load; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.009478033,0.000631112,0.0007495382,0.00130472,0.01047289,0.003212701,0.001959961,0.001633804,0.005408254],"category_scores_gemma":[0.01260043,0.0007141308,0.0004862566,0.001313249,0.008558663,0.003829686,0.005322079,0.002845045,0.0004232643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006236925,"about_ca_system_score_gemma":0.005845409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01904485,"about_ca_topic_score_gemma":0.03637383,"domain_scores_codex":[0.9930606,0.00521169,0.0001681287,0.0003042276,0.0004140369,0.0008414883],"domain_scores_gemma":[0.9842184,0.01264339,0.0006116465,0.0003286474,0.0008346983,0.001363201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002481932,0.00002848712,0.001527327,0.0001158189,0.00000222583,0.0005075789,0.9938567,0.00002310569,0.0002662685,0.0008939865,0.0004387623,0.002314838],"study_design_scores_gemma":[0.000003878266,0.0000281009,0.0007807272,0.0001549969,0.000002403142,0.0001297463,0.9941736,0.00005594306,0.0001066326,0.0002751698,0.004282314,0.000006494166],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814796,0.0008921038,0.003313281,0.004313947,0.0001005585,0.00052668,0.0004966319,0.00002973676,0.008847508],"genre_scores_gemma":[0.9909604,0.001058427,0.002048358,0.00127208,0.00002481976,0.0006570769,0.0001492706,0.00003014744,0.003799442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01904485,"threshold_uncertainty_score":0.05012524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122328874290564,"score_gpt":0.3486362987124321,"score_spread":0.2263074244218682,"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."}}