{"id":"W4384925840","doi":"10.1177/15269248231189879","title":"Long-term Care of Living Kidney Donors Needs a Better Model of Healthcare Delivery","year":2023,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Medicine; Kidney donation; Donation; Psychological intervention; Kidney transplant; Primary care; Health care; Intensive care medicine; Kidney transplantation; Organ donation; Family medicine; Nursing; Kidney; Transplantation; Surgery; Internal medicine","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":[0.0001285555,0.0001156033,0.0002303824,0.0006220678,0.00002698206,0.00000569136,0.00006260994,0.0001030726,0.00002229062],"category_scores_gemma":[0.00001218723,0.0001166216,0.00006682421,0.0005920121,0.00006316344,0.0001348122,0.000004579444,0.0001202163,0.00000473619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003766363,"about_ca_system_score_gemma":0.0001215138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004741746,"about_ca_topic_score_gemma":0.0001100661,"domain_scores_codex":[0.9989051,0.00004483231,0.0004150746,0.0001582015,0.0003051926,0.0001716404],"domain_scores_gemma":[0.9994549,0.00007851714,0.0001128706,0.0001164688,0.0001587699,0.00007850995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003068956,0.00007617966,0.9539735,0.008200739,0.00003109208,0.00003024747,0.02163971,0.0002628652,0.00189253,0.0001689875,0.000004345627,0.01341286],"study_design_scores_gemma":[0.001326765,0.00015114,0.9696048,0.00373029,0.0001646051,0.00001693608,0.0005783744,0.005192347,0.01908019,0.00002616704,7.927197e-7,0.0001276318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971305,0.0003834363,0.0009371807,0.0006991978,0.00006842402,0.0004310955,0.0001794243,0.00007520549,0.00009560554],"genre_scores_gemma":[0.9967698,0.001495187,0.0007844462,0.0001222926,0.00002251523,0.00003885828,0.0007272686,0.0000223429,0.00001730281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02106133,"threshold_uncertainty_score":0.4755689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076690398196941,"score_gpt":0.2976157429465514,"score_spread":0.276848838964582,"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."}}