{"id":"W2315224003","doi":"10.1097/tp.0000000000000455","title":"The Canadian Kidney Paired Donation Program","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; St. Michael's Hospital; Centre for Advancing Health Outcomes; University of British Columbia; Canadian Blood Services; University of Alberta","funders":"Canadian Blood Services","keywords":"Kidney donation; Donation; Medicine; Kidney; Kidney transplantation; Internal medicine; Political science","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":[0.0002707684,0.00008923294,0.00007787785,0.0001044271,0.0003952662,0.00006486526,0.0000507999,0.00007450501,0.00005962638],"category_scores_gemma":[0.00003982973,0.00006661301,0.00004253619,0.000175322,0.00004675923,0.00009675515,6.014569e-7,0.0001029007,0.0001093506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007651328,"about_ca_system_score_gemma":0.0002077229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244171,"about_ca_topic_score_gemma":0.1015281,"domain_scores_codex":[0.9991879,0.00005549393,0.0001766601,0.000137409,0.0002549487,0.0001875709],"domain_scores_gemma":[0.9994369,0.00006435095,0.00003849422,0.0001169404,0.0001079196,0.0002354583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001274885,0.0003148754,0.06223511,0.0008826289,0.0002151009,0.00006322667,0.005025479,0.00006526367,0.00715313,0.1023397,0.004484043,0.8159465],"study_design_scores_gemma":[0.004909371,0.0003866903,0.784898,0.0001385774,0.0003331968,0.0001895633,0.00005987685,0.005793009,0.009426048,0.001225339,0.192367,0.0002732722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6333905,0.0001476127,0.0217601,0.103691,0.002078263,0.005549289,0.000180873,0.00176097,0.2314413],"genre_scores_gemma":[0.9960492,0.0001484749,0.0007993319,0.001420448,0.00009845697,0.00005418,0.0008827328,0.00001537595,0.0005317687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8156733,"threshold_uncertainty_score":0.9148667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105569792957743,"score_gpt":0.2571372639338827,"score_spread":0.2460815660043053,"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."}}