{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003864739,0.0001723159,0.0002203377,0.0001180301,0.00006266784,0.00002501832,0.00002704662,0.00009837341,0.00002074377],"category_scores_gemma":[0.0000168266,0.0001348862,0.00001987724,0.0003349091,0.00003153184,0.0001334402,0.000002053237,0.0001346997,0.0000010096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004530239,"about_ca_system_score_gemma":0.0001324537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009931604,"about_ca_topic_score_gemma":0.001107518,"domain_scores_codex":[0.9988779,0.00004638019,0.000254793,0.0003319323,0.0003144508,0.0001745851],"domain_scores_gemma":[0.9994643,0.00007129386,0.0000834791,0.00007558753,0.0001949197,0.0001103686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003838511,0.0000955363,0.9932019,0.001864534,0.00003881276,0.0003736615,0.003254399,0.000005170025,0.00005851749,0.00004875426,0.000001994357,0.0006729434],"study_design_scores_gemma":[0.005121764,0.0001680805,0.9918188,0.0007530473,0.0007438206,0.0002258027,0.0001183326,0.00001080099,0.0008598617,0.00003482119,0.000001731839,0.0001431806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967878,0.001987763,0.0003069569,0.0001247365,0.0001085566,0.0003048854,0.0001422623,0.00003826422,0.000198808],"genre_scores_gemma":[0.9718333,0.02632253,0.0004222281,0.00008954638,0.00004235804,0.00003246254,0.001182832,0.00001586869,0.00005882928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02495442,"threshold_uncertainty_score":0.55005,"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."}}