{"id":"W2015181703","doi":"10.1097/01.tp.0000241072.03400.11","title":"Outcomes of Commercial Renal Transplantation: A Canadian Experience","year":2006,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Donation; Live donor; Dialysis; Transplantation; Kidney transplantation; Surgery; Organ donation; End stage renal disease; Intensive care medicine; Hemodialysis","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":[0.00007922939,0.0001391569,0.0002227177,0.0002753227,0.00009003631,0.00001152421,0.00005946913,0.0000926504,0.0003531851],"category_scores_gemma":[0.0000033755,0.0001330548,0.0000844716,0.0002438206,0.00006935392,0.0001683119,6.047677e-7,0.00009136588,0.00002836115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004821886,"about_ca_system_score_gemma":0.0001473686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02933903,"about_ca_topic_score_gemma":0.07370296,"domain_scores_codex":[0.9988973,0.00003090176,0.0003861861,0.0001803187,0.000308542,0.0001967438],"domain_scores_gemma":[0.9995464,0.00005006867,0.00007316927,0.0001158686,0.00009955633,0.0001149114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001034556,0.0002376442,0.9463594,0.0006217346,0.00007651073,0.0003069146,0.007088831,0.0001600678,0.03136453,0.009859,0.0001518998,0.002738923],"study_design_scores_gemma":[0.002858495,0.00007104415,0.953191,0.00006641712,0.0002085673,0.0001745364,0.00006264229,0.00005723244,0.04281697,0.0001080801,0.0002563013,0.0001286473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818276,0.00002745748,0.005282215,0.00084117,0.0001221272,0.000313604,0.0002041135,0.0000624323,0.01131932],"genre_scores_gemma":[0.9969508,0.0001294742,0.001093214,0.0002923998,0.00005750103,0.00001843321,0.001186567,0.00001669912,0.0002549355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04436393,"threshold_uncertainty_score":0.9771247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343707201174409,"score_gpt":0.2672008512881676,"score_spread":0.2537637792764235,"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."}}