{"id":"W1966557478","doi":"10.1111/j.1600-6143.2007.01884.x","title":"Nephrectomy After Transplant Failure: Current Practice and Outcomes","year":2007,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Medicine; Nephrectomy; Transplantation; Dialysis; Surgery; Internal medicine; Kidney","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005353285,0.0001430291,0.0003051512,0.0003084926,0.00003936823,0.00002109854,0.00004374384,0.00003351919,0.0000336524],"category_scores_gemma":[0.00002668779,0.0001136995,0.0001010601,0.00024211,0.0001100011,0.0003835566,0.00000116625,0.0002691118,0.000006021182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003554714,"about_ca_system_score_gemma":0.00006881774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001539079,"about_ca_topic_score_gemma":0.0000323633,"domain_scores_codex":[0.9986948,0.00006075701,0.0005215915,0.0001259294,0.0004226672,0.0001741973],"domain_scores_gemma":[0.9988855,0.0003106885,0.0003283765,0.00006884879,0.0002165773,0.0001900043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01388424,0.0005279221,0.6618568,0.0004281694,0.0004707737,0.001661337,0.01099955,0.000009013423,0.005300928,0.0004077203,0.00004669805,0.3044069],"study_design_scores_gemma":[0.003540377,0.0007864122,0.9797232,0.0002613832,0.001109599,0.005918914,0.0007318287,0.000007557474,0.003482882,0.00003428147,0.00424023,0.0001634054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470831,0.0003735558,0.04915148,0.002765794,0.0002033438,0.0001542816,0.00001889238,0.00002084174,0.0002287556],"genre_scores_gemma":[0.9868262,0.00221471,0.01007276,0.0007353569,0.000100461,0.000001869857,0.00002303492,0.0000169027,0.000008738557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178664,"threshold_uncertainty_score":0.4636533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005870297444507255,"score_gpt":0.2936614736103514,"score_spread":0.2877911761658442,"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."}}