{"id":"W2038870028","doi":"10.1159/000365157","title":"Understanding Antihypertensive Medication Use after Living Kidney Donation through Linked National Registry and Pharmacy Claims Data","year":2014,"lang":"en","type":"article","venue":"American Journal of Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Pharmacy; Kidney donation; Kidney disease; Family medicine; Intensive care medicine; Kidney transplantation; Kidney; Internal medicine","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":[0.0004622736,0.0001012901,0.0002615644,0.0001795699,0.00006358792,0.00002559595,0.0001033066,0.00004588818,0.0000773426],"category_scores_gemma":[0.0005948303,0.00008804064,0.00003276061,0.0001658686,0.0003099015,0.0005745379,0.00002675065,0.0002460479,0.000003828885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008270131,"about_ca_system_score_gemma":0.0002049067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003153853,"about_ca_topic_score_gemma":0.000009048208,"domain_scores_codex":[0.9988073,0.0001541804,0.000364611,0.0001837516,0.0003618492,0.0001283626],"domain_scores_gemma":[0.9984401,0.00046982,0.0004643713,0.0001523384,0.0003335991,0.0001397202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007536912,0.0009287285,0.7890092,0.0003645932,0.002425395,0.0004486057,0.01229954,0.00007033455,0.06972326,0.01341716,0.05593043,0.04784588],"study_design_scores_gemma":[0.006263199,0.001205688,0.8933576,0.0003980743,0.0008383646,0.006131662,0.0009904364,0.01158343,0.0001980034,0.002521975,0.07618292,0.0003286898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.887034,0.00008704779,0.07709734,0.03501991,0.0002693993,0.0001306117,0.00002665882,0.00002460819,0.0003104391],"genre_scores_gemma":[0.9732996,0.0007097514,0.004551881,0.02091961,0.0003992797,0.000001267594,0.00008440918,0.00001436327,0.0000198071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1043484,"threshold_uncertainty_score":0.3590193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094376192271681,"score_gpt":0.334901308844379,"score_spread":0.2254636896172109,"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."}}