{"id":"W4220673580","doi":"10.1186/s12882-022-02718-6","title":"Post-transplant outcomes in recipients of living donor kidneys and intended recipients of living donor kidneys","year":2022,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Kidney transplant; Internal medicine; Nephrology; Retrospective cohort study; Kidney transplantation; Population; Cohort; Kidney","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005694614,0.000175177,0.0005419129,0.0005638449,0.00006897063,0.00000492423,0.000138601,0.0001064968,0.0009404814],"category_scores_gemma":[0.0008904378,0.0001701104,0.00009409397,0.0002931892,0.0001124846,0.00009312721,0.00008714108,0.0002823734,0.000005244895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007196722,"about_ca_system_score_gemma":0.000153286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003654389,"about_ca_topic_score_gemma":0.000417716,"domain_scores_codex":[0.9981651,0.0002992514,0.0006411163,0.0003329926,0.0002857834,0.0002757565],"domain_scores_gemma":[0.9982309,0.001070246,0.0002363617,0.0002282528,0.0001017906,0.0001324421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006730148,0.0004772119,0.9684069,0.0002099673,0.00009780879,0.00001954228,0.003333815,0.00001424768,0.02594301,0.0002354509,0.00009668867,0.0004924108],"study_design_scores_gemma":[0.001290458,0.0006937663,0.9954809,0.0003303895,0.0001422952,0.000101653,0.0004664418,0.0001950429,0.000931765,0.00002479168,0.0002089096,0.0001335936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975177,0.00009017325,0.0002126823,0.0007304553,0.000419832,0.0004542351,0.0001850357,0.00003137153,0.0003585203],"genre_scores_gemma":[0.9969954,0.0001232695,0.0009002691,0.001466013,0.00002590752,0.0000417997,0.00006102642,0.00002504311,0.0003612759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02707406,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420784329763489,"score_gpt":0.2580316544931311,"score_spread":0.2438238111954963,"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."}}