{"id":"W1576297016","doi":"10.1111/j.1399-0012.2008.00861.x","title":"Evidence for a need to mandate kidney transplant living donor registries","year":2008,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Kidney donation; Intensive care medicine; Donation; Kidney transplantation; Kidney; Transplantation; Kidney disease; Organ donation; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2915573,0.0005226511,0.001289929,0.003631265,0.003032107,0.009472094,0.00929594,0.02056714,0.01575003],"category_scores_gemma":[0.4816609,0.001568399,0.002710418,0.005262025,0.004238885,0.01264066,0.009705933,0.01647444,0.002702076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00524036,"about_ca_system_score_gemma":0.04248745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009544661,"about_ca_topic_score_gemma":0.01800674,"domain_scores_codex":[0.7223884,0.1633074,0.04235434,0.009553786,0.05492056,0.007475525],"domain_scores_gemma":[0.199731,0.5258811,0.09693061,0.04371294,0.1007406,0.03300391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001384215,0.0008851217,0.1372396,0.01720657,0.0009411147,0.0007723674,0.004234813,0.001533659,0.001296132,0.1996356,0.4041862,0.2306845],"study_design_scores_gemma":[0.001903537,0.0007431714,0.1453773,0.04680042,0.00118387,0.001837564,0.004928404,0.002283339,0.00169594,0.03408524,0.7588096,0.0003515589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01872664,0.03269679,0.0101906,0.8794668,0.008045669,0.0009281966,0.002197116,0.0003453042,0.04740284],"genre_scores_gemma":[0.2076142,0.0168589,0.06043906,0.6965888,0.005687276,0.002523276,0.004349723,0.0002654089,0.005673437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2915573,"threshold_uncertainty_score":0.8736359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199417749549248,"score_gpt":0.4114539002420428,"score_spread":0.2120361506927948,"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."}}