{"id":"W4367318056","doi":"10.1177/09564624231169329","title":"Barriers to adherence to antiretroviral therapy: identifying priority areas for people with HIV and healthcare professionals","year":2023,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Stigma (botany); Health care; Likert scale; Family medicine; Human immunodeficiency virus (HIV); Health professionals; Social stigma; Nursing; Gerontology; Psychiatry; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006559148,0.0001056388,0.0002607035,0.0005473422,0.0001113941,0.00007896616,0.0002401171,0.00003864785,0.0001833684],"category_scores_gemma":[0.0008737089,0.00007634098,0.0001327589,0.0003484582,0.00003109132,0.0002385501,0.00008178384,0.0002279349,0.00002467928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091205,"about_ca_system_score_gemma":0.0004284758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000919068,"about_ca_topic_score_gemma":0.00007736613,"domain_scores_codex":[0.9983315,0.00005598697,0.0003796328,0.0001689491,0.0008199879,0.0002439089],"domain_scores_gemma":[0.9977719,0.0001142417,0.0001309339,0.00009809007,0.001255847,0.0006290558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005296226,0.0002090246,0.766016,0.0002271133,0.0007571945,0.0002070581,0.005642761,0.00001325215,0.01373336,0.001125186,0.06047974,0.1462931],"study_design_scores_gemma":[0.01392939,0.09917086,0.813183,0.009988788,0.0001238591,0.0008850882,0.019666,0.0009627962,0.01181447,0.002057755,0.02753898,0.0006790439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820945,0.000177108,0.003847087,0.01289727,0.0002660603,0.000493517,0.0001030971,0.00001891294,0.0001024822],"genre_scores_gemma":[0.9914873,0.0001085927,0.002467596,0.0006844773,0.0003367662,0.00004377641,0.00001778059,0.00001758756,0.004836115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.145614,"threshold_uncertainty_score":0.3113095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.044798419397631,"score_gpt":0.4213389169821548,"score_spread":0.3765404975845238,"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."}}