{"id":"W2317561229","doi":"10.6002/ect.2013.0060","title":"Assessing Medication Adherence in Solid-Organ Transplant Recipients","year":2013,"lang":"en","type":"article","venue":"Experimental and Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Internal medicine; Retrospective cohort study; Medical prescription; Kidney transplantation; Single Center; Cohort; Lung transplantation; Outpatient clinic; Transplantation; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001655135,0.0001641288,0.0003003863,0.00008222257,0.0000665551,0.00005353403,0.0000483027,0.0001243541,0.0003549068],"category_scores_gemma":[0.000007879766,0.000130573,0.00008767895,0.0001139739,0.00009230671,0.0004477983,0.000003732968,0.0001770037,0.00008016974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003636687,"about_ca_system_score_gemma":0.00003181546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002118787,"about_ca_topic_score_gemma":0.0000172948,"domain_scores_codex":[0.9984937,0.00008640342,0.000631126,0.0003412796,0.0002480125,0.0001994262],"domain_scores_gemma":[0.9994381,0.0001428887,0.00008587293,0.0001049174,0.00002863906,0.0001995897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003484527,0.0009749815,0.9511837,0.0001264782,0.00008452628,0.0001112789,0.001410695,0.000001358227,0.02806737,0.0001263504,0.000006753713,0.01755809],"study_design_scores_gemma":[0.005031304,0.0004514442,0.9738623,0.0007021062,0.00009171103,0.0001138113,0.0003705979,0.0003261958,0.01881951,0.00008446625,0.000007140569,0.0001393502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964137,0.000186478,0.001001162,0.0002723554,0.0002388974,0.0004909156,0.000009259822,0.00004137766,0.001345873],"genre_scores_gemma":[0.9964015,0.001278146,0.001463339,0.0003452147,0.00005177072,0.00006802336,0.0002602376,0.00001472043,0.0001170269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02267869,"threshold_uncertainty_score":0.5324612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06734256945640928,"score_gpt":0.4304711848527304,"score_spread":0.3631286153963212,"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."}}