{"id":"W2427404475","doi":"10.1097/tp.0000000000000918","title":"Kidney Paired Donation Protocol for Participating Donors 2014","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Ontario; Foothills Medical Centre; University of Manitoba; University of Alberta; Providence Health Care; Vancouver General Hospital; Nova Scotia Health Authority; Saskatchewan Health Authority; Saint John Regional Hospital; Hôtel-Dieu de Québec; Horizon Health Network; London Health Sciences Centre; Dalhousie University; Toronto General Hospital; Western University; University of Toronto; Health Sciences Centre; University of Alberta Hospital; University Health Network; Vancouver Native Health Society; Canadian Blood Services; St. Michael's Hospital","funders":"","keywords":"Donation; Medicine; Kidney donation; Protocol (science); Transplantation; Kidney transplantation; Family medicine; Surgery; Alternative medicine; Pathology","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":[0.0003356179,0.0001278672,0.0001497289,0.000123973,0.00007490126,0.0000259446,0.00003857501,0.00008455937,0.0001160354],"category_scores_gemma":[0.00007237033,0.0001180953,0.00006173018,0.0001349136,0.00002380525,0.000228284,0.00000127124,0.00006976642,0.00006901861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000061677,"about_ca_system_score_gemma":0.0001868509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003461139,"about_ca_topic_score_gemma":0.00003312968,"domain_scores_codex":[0.998939,0.00004573586,0.0003284063,0.0002106125,0.000293359,0.0001829227],"domain_scores_gemma":[0.9992513,0.00006221451,0.00009932205,0.0001023032,0.0002435037,0.0002413237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.06840909,0.004257473,0.454121,0.02553299,0.0009847309,0.0002400203,0.07178262,0.003739326,0.1277677,0.03099475,0.1155568,0.09661357],"study_design_scores_gemma":[0.1598594,0.00449921,0.252805,0.001895428,0.002086977,0.000509791,0.001164134,0.04656839,0.4177157,0.00507357,0.1060168,0.001805648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1985366,0.00001169106,0.3998948,0.01068068,0.0007490927,0.372668,0.0003871196,0.001280866,0.01579124],"genre_scores_gemma":[0.6886961,0.00001084862,0.01563733,0.001466312,0.0003307491,0.2910516,0.002095394,0.00006158876,0.0006499894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4901596,"threshold_uncertainty_score":0.4815787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100705324002437,"score_gpt":0.3767438991446235,"score_spread":0.2760385751421864,"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."}}