{"id":"W4298005479","doi":"10.3389/ti.2022.10656","title":"Combined Donor-Recipient Obesity and the Risk of Graft Loss After Kidney Transplantation","year":2022,"lang":"en","type":"article","venue":"Transplant International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Nephrology; Nova Scotia Health Authority; Dalhousie University","funders":"Minneapolis Medical Research Foundation","keywords":"Medicine; Obesity; Weight loss; Internal medicine; Body mass index; Proportional hazards model; Kidney transplantation; Transplantation; Cohort; Surgery; Urology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588664,0.0001394267,0.0002365992,0.0001069584,0.0001352861,0.00001213386,0.0001180665,0.00002849743,0.0007561775],"category_scores_gemma":[0.000007062122,0.00009316418,0.0001686235,0.00009047619,0.0001269905,0.00006298392,0.00001180366,0.0001980892,0.000006051156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004179077,"about_ca_system_score_gemma":0.00004329787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002519606,"about_ca_topic_score_gemma":0.00002045076,"domain_scores_codex":[0.9987189,0.000121108,0.0003313681,0.0001995001,0.0005035101,0.0001256296],"domain_scores_gemma":[0.9994428,0.0001688217,0.0001151948,0.000125488,0.00005454296,0.00009312879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01811942,0.0004750205,0.9707935,0.0002116765,0.0009303417,0.000274456,0.003231175,0.0001552828,0.000180456,0.005264272,0.00003452771,0.0003298524],"study_design_scores_gemma":[0.02259328,0.0003075706,0.9710869,0.0001994377,0.001150319,0.0007024956,0.00007790398,0.0009320586,0.001261536,0.000764082,0.0007717177,0.0001526961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917656,0.00009907124,0.001326529,0.001973909,0.0003865352,0.0004637318,0.002671426,0.00002547277,0.001287684],"genre_scores_gemma":[0.9961466,0.001633553,0.0002247718,0.0005334244,0.0000305769,0.0001235452,0.0008582404,0.0000117738,0.0004375034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004500189,"threshold_uncertainty_score":0.8279613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007386250293616122,"score_gpt":0.2414397790645279,"score_spread":0.2340535287709118,"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."}}