{"id":"W4410291331","doi":"10.1097/txd.0000000000001806","title":"Tacrolimus IPV Group Membership Does Not Consistently Track With Electronically Monitored or Self-reported Adherence in Adolescent and Young Adult Kidney Transplant Recipients","year":2025,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Tacrolimus; Confidence interval; Kidney transplant; Odds ratio; Internal medicine; Kidney transplantation; Kidney; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001999867,0.0001643828,0.0003722509,0.0003731837,0.0002480512,0.0006558917,0.0003072145,0.0003472955,0.001113023],"category_scores_gemma":[0.007455843,0.0002193483,0.0005594501,0.0005378505,0.0001798295,0.0004499807,0.0003759869,0.000503398,0.0001428098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477586,"about_ca_system_score_gemma":0.0004034756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003507159,"about_ca_topic_score_gemma":0.004569893,"domain_scores_codex":[0.9985994,0.000611691,0.0001846565,0.0002029196,0.0002495152,0.0001518976],"domain_scores_gemma":[0.994366,0.001448675,0.003211097,0.0002600159,0.0003170309,0.0003971863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001091298,0.0000393578,0.9983546,0.000009865665,0.0000499007,0.000007757071,0.00005454204,0.000009833671,0.00004680817,0.000005037336,0.00003435347,0.001278794],"study_design_scores_gemma":[0.00001670226,0.0002940241,0.9988281,0.00002102681,0.00007382038,0.00009444239,0.0001579157,0.0003030205,0.00007837341,0.00001554374,0.0001151625,0.000001995298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994063,0.0001645983,0.0001014303,0.00002688593,0.000004505147,0.000008199417,0.0001367405,0.000001865038,0.0001494265],"genre_scores_gemma":[0.9996186,0.0000529911,0.000080026,0.00003500578,0.000004562274,0.00001323293,0.000136567,0.000001087053,0.00005782507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003507159,"threshold_uncertainty_score":0.01057643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027833825740846,"score_gpt":0.2899050324996252,"score_spread":0.2696266942422167,"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."}}