{"id":"W3186740875","doi":"10.1177/09564624211032796","title":"Feasibility of implementing a same-day electronic screening tool for clinical assessment to measure patient-reported outcomes for eliciting actionable information on adherence to HIV medication and related factors in a busy Canadian urban HIV clinic","year":2021,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; University of Toronto; St. Michael's Hospital","funders":"ViiV Healthcare","keywords":"Medicine; Logistic regression; Family medicine; Human immunodeficiency virus (HIV); Odds ratio; Odds; Medication adherence; Health care; Viral load; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01157393,0.0005878385,0.0003815705,0.0008406334,0.002669513,0.001176017,0.001472267,0.0005784624,0.002708932],"category_scores_gemma":[0.01996287,0.0005275342,0.0006911538,0.001091903,0.0006849451,0.0004547035,0.0009742564,0.0006265664,0.0005505762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272396,"about_ca_system_score_gemma":0.02952335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7856129,"about_ca_topic_score_gemma":0.8709928,"domain_scores_codex":[0.9894934,0.003375787,0.0007764599,0.0007056838,0.003630056,0.002018634],"domain_scores_gemma":[0.9878726,0.00320987,0.001058576,0.0005426401,0.005340408,0.001975869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002812499,0.008263631,0.8040121,0.0004152275,0.0001302613,0.0005493361,0.008808606,0.0009646488,0.003764963,0.0001369707,0.004165348,0.1659764],"study_design_scores_gemma":[0.0005321636,0.004755402,0.9806793,0.0001091011,0.00009239455,0.0001368646,0.005820251,0.003976456,0.0009761215,0.00002689317,0.002826417,0.00006855449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856191,0.00008938066,0.001313034,0.0006977167,0.00002491826,0.007760301,0.0008521503,0.00007222683,0.003571095],"genre_scores_gemma":[0.9795594,0.0002089899,0.01354327,0.0005394666,0.0000260303,0.0037251,0.0007937805,0.00001312572,0.001590736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7856129,"threshold_uncertainty_score":0.4312993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08828186619137635,"score_gpt":0.4503551583005347,"score_spread":0.3620732921091584,"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."}}