{"id":"W3185940859","doi":"10.1097/tp.0b013e318254757d","title":"Cancer Diagnoses After Living Kidney Donation","year":2012,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Skin cancer; Cancer; Donation; Cancer registry; Confidence interval; Population; Kidney transplantation; Transplantation; Internal medicine; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001244766,0.0001109515,0.0001099108,0.0001317356,0.00005449502,0.00001522765,0.00002452892,0.00007234215,0.001600187],"category_scores_gemma":[0.00002332045,0.000103478,0.00004947363,0.0001586241,0.00002082802,0.0004423303,0.000001501328,0.0000886819,0.0001401571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005218048,"about_ca_system_score_gemma":0.00004771766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005307648,"about_ca_topic_score_gemma":0.00003645134,"domain_scores_codex":[0.9992096,0.00003380322,0.0001818775,0.00012667,0.0002470093,0.0002009955],"domain_scores_gemma":[0.999558,0.00008030838,0.00004318914,0.00007683377,0.00006352216,0.0001781167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003628363,0.0002465423,0.9736395,0.0006098471,0.00006304639,0.00001648912,0.007744794,0.000008639859,0.009303368,0.000718677,0.000305318,0.006980982],"study_design_scores_gemma":[0.0009088083,0.00003096481,0.9798953,0.0003207658,0.000295721,0.00006295514,0.00004970638,0.00005575822,0.01662601,0.00001504394,0.001610621,0.0001283426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890424,0.0004726635,0.005219274,0.001204802,0.0004789646,0.0003185942,0.0000845321,0.000150824,0.003027924],"genre_scores_gemma":[0.9952083,0.001677808,0.00052155,0.001480662,0.000316415,0.0001084325,0.0002752082,0.00002174469,0.0003898477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007695088,"threshold_uncertainty_score":0.9993125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360743994994698,"score_gpt":0.2842820757432446,"score_spread":0.2706746357932976,"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."}}