{"id":"W3017966119","doi":"10.1111/ajt.15951","title":"The kidney evaluation of living kidney donor candidates: US practices in 2017","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Renal function; Asymptomatic; Kidney; Kidney transplantation; Intensive care medicine; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.001447922,0.0001386954,0.0002354254,0.001288055,0.0007867407,0.0014203,0.0003817684,0.0006068028,0.001325036],"category_scores_gemma":[0.006293581,0.0001808456,0.00026507,0.002658455,0.0005149274,0.0009742513,0.001467808,0.0008884676,0.0003098392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002012353,"about_ca_system_score_gemma":0.005510779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03105205,"about_ca_topic_score_gemma":0.06884842,"domain_scores_codex":[0.9984457,0.000309702,0.0004141075,0.000149326,0.0004366461,0.0002445024],"domain_scores_gemma":[0.9943392,0.0008603481,0.002017851,0.0001420421,0.00158616,0.001054536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001222234,0.00009200547,0.9223039,0.0001435589,0.00003392975,0.0008509849,0.001551971,0.000214775,0.0008713283,0.0009559937,0.01175655,0.06110281],"study_design_scores_gemma":[0.00002457382,0.0001131253,0.9038332,0.001967191,0.00008491697,0.006564038,0.01886771,0.0009702689,0.001916946,0.001145556,0.06446464,0.0000477418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161348,0.02382611,0.002043575,0.02208238,0.0006169828,0.00007404962,0.002638876,0.00009885412,0.03248439],"genre_scores_gemma":[0.9772455,0.01277403,0.00199046,0.004388946,0.0003009034,0.00003421837,0.001269647,0.00003822476,0.00195795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03105205,"threshold_uncertainty_score":0.0617426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813738769901603,"score_gpt":0.3374968213802035,"score_spread":0.2993594336811875,"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."}}