{"id":"W4397040521","doi":"10.1681/asn.20233411s11156c","title":"Evaluation of Indications for Genetic Assessment in Living Kidney Transplant Donors and Relevant Canadian Practices in Light of the Current International Guidelines","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Medicine; Intensive care medicine; Kidney transplantation; Current (fluid); Kidney; Family medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0100103,0.0002458514,0.0002643434,0.003270484,0.003481285,0.001829293,0.001790842,0.0007137334,0.002445836],"category_scores_gemma":[0.02637436,0.0001643137,0.0004455489,0.004306497,0.001584787,0.0006414271,0.00163676,0.001145542,0.0002418643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02761396,"about_ca_system_score_gemma":0.1008273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9091082,"about_ca_topic_score_gemma":0.9305102,"domain_scores_codex":[0.9941733,0.00125783,0.000889674,0.0003909809,0.002310703,0.0009774326],"domain_scores_gemma":[0.9665232,0.003739418,0.003002031,0.0005583965,0.021972,0.004204982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002179207,0.000121629,0.6700239,0.001787112,0.00007167284,0.001785888,0.01449243,0.0006306215,0.001251296,0.004601001,0.101378,0.2036385],"study_design_scores_gemma":[0.00005854341,0.0001390139,0.7315394,0.00884157,0.0002022746,0.004598232,0.04060742,0.001639458,0.00159487,0.002222385,0.2083128,0.0002439523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5896831,0.06467969,0.0100562,0.1789557,0.001400423,0.002378912,0.009672143,0.0004895458,0.1426842],"genre_scores_gemma":[0.9232236,0.03097695,0.0225708,0.01513772,0.0001993028,0.0004200704,0.002593725,0.0001036494,0.004774292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09089178,"threshold_uncertainty_score":0.2003542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06103035108550908,"score_gpt":0.400472191508799,"score_spread":0.3394418404232899,"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."}}