{"id":"W3187147171","doi":"10.1111/petr.14106","title":"Care processes and structures associated with higher medication adherence in adolescent and young adult transplant recipients","year":2021,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Toronto General Hospital; SickKids Foundation; University of Toronto; McGill University; McGill University Health Centre; University of Ottawa; University of Manitoba; University of British Columbia; Montreal Heart Institute; University of Alberta; Université de Montréal; Hospital for Sick Children; University of Calgary","funders":"","keywords":"Medicine; Logistic regression; Kidney transplant; Observational study; Young adult; Cohort; Pediatrics; Cohort study; Internal medicine; Emergency medicine; Transplantation; Kidney transplantation","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":[0.0006157444,0.0001588559,0.0002055526,0.0004679467,0.0004329097,0.0006977841,0.0002214861,0.0003108042,0.001602044],"category_scores_gemma":[0.002568329,0.0001826233,0.0005145614,0.0005368364,0.0002350654,0.0004043377,0.0003713231,0.0006320456,0.00008717368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000578868,"about_ca_system_score_gemma":0.0009966043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0192578,"about_ca_topic_score_gemma":0.0189882,"domain_scores_codex":[0.9995795,0.00009789191,0.00005473639,0.0000719248,0.0000762058,0.0001196814],"domain_scores_gemma":[0.9977976,0.0002568419,0.001421714,0.0000496447,0.0001470304,0.0003271817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001232259,0.00002950467,0.9991676,0.000005561201,0.00001256843,0.00001275623,0.00005550374,0.00001093962,0.00003545555,0.000009595212,0.00002658077,0.0006216032],"study_design_scores_gemma":[0.000002742092,0.00004096795,0.9994755,0.00001258032,0.00001133605,0.0000472735,0.0002124823,0.00009933974,0.0000241522,0.00001176787,0.00006086884,0.000001043193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993795,0.0001822896,0.00004808574,0.00006534929,0.000003269256,0.000008280402,0.0001541695,0.000001044384,0.0001580171],"genre_scores_gemma":[0.9994991,0.0001365791,0.0001136554,0.00003223867,0.000006493714,0.000008978725,0.0001475872,6.297499e-7,0.00005467857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0192578,"threshold_uncertainty_score":0.03829145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525467864682824,"score_gpt":0.2661143139509112,"score_spread":0.250859635304083,"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."}}