{"id":"W2802306581","doi":"10.1097/tp.0000000000002222","title":"Healthcare Costs for the Evaluation, Surgery, and Follow-Up Care of Living Kidney Donors","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; University of Alberta; Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Perioperative; Donation; Health care; CAD; Nephrectomy; Kidney donation; Dialysis; Kidney transplantation; Surgery; Transplantation; Internal medicine; Kidney","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004658894,0.00008823151,0.000146401,0.0001032341,0.0001543624,0.00001191945,0.00003102276,0.0000593558,0.00007863706],"category_scores_gemma":[0.0001813862,0.00006840966,0.0000566152,0.0001437878,0.00007190302,0.00009912455,0.000001417549,0.00004765801,0.000003529701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004297965,"about_ca_system_score_gemma":0.0002013188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002112149,"about_ca_topic_score_gemma":0.0006577044,"domain_scores_codex":[0.9991425,0.00006639412,0.0002511153,0.0001552179,0.0002717509,0.0001130755],"domain_scores_gemma":[0.9984106,0.0007042933,0.0000878244,0.0001065236,0.0006148971,0.00007590572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004497976,0.0001405165,0.620557,0.009182687,0.0004439273,0.000004973635,0.1049632,0.00001425267,0.01319489,0.003873492,0.003044482,0.2400826],"study_design_scores_gemma":[0.00317029,0.0003852256,0.9666126,0.001610663,0.001341872,0.00006602541,0.002565064,0.001825618,0.02160641,0.00008350709,0.0005492297,0.0001834419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843936,0.0007270221,0.007668232,0.004259211,0.0006366147,0.001614584,0.0002657759,0.00005338298,0.0003815563],"genre_scores_gemma":[0.997535,0.0010254,0.000292853,0.0004930185,0.0001217729,0.00005728549,0.0004096602,0.00001512294,0.00004990449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3460556,"threshold_uncertainty_score":0.2789665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001558923933715,"score_gpt":0.3315966625480747,"score_spread":0.2915810733087376,"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."}}