{"id":"W4412851690","doi":"10.1016/j.ajt.2025.07.2085","title":"Developing City Based Paired Kidney Exchange Program - A Ray of Hope for Sensitized Patients; 10 Years' Outcome Data","year":2025,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Outcome (game theory)","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":[0.001727668,0.0002867176,0.0003006656,0.001114484,0.0009875143,0.001329119,0.0005835259,0.0005846129,0.001482869],"category_scores_gemma":[0.002237852,0.0001457854,0.0005257514,0.002033248,0.0003927856,0.001185608,0.001139671,0.0009612985,0.0002791414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002251924,"about_ca_system_score_gemma":0.004089565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03774955,"about_ca_topic_score_gemma":0.06801689,"domain_scores_codex":[0.999041,0.0002976481,0.00008797623,0.00009100847,0.000215327,0.00026695],"domain_scores_gemma":[0.9975404,0.0002734307,0.000914974,0.0001341416,0.0004512028,0.0006860319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004470285,0.0004321883,0.9905461,0.00003716765,0.00007162634,0.000107868,0.0001399386,0.0003294479,0.00008893925,0.0002202393,0.0009105408,0.006668841],"study_design_scores_gemma":[0.00006111763,0.0006057199,0.9961689,0.00003911088,0.0001116815,0.0001072987,0.0009694693,0.0004045441,0.000187755,0.0001548143,0.001175291,0.00001427137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931434,0.0004014703,0.0002764112,0.0006355329,0.00002059716,0.00006128097,0.003359858,0.000009041167,0.00209239],"genre_scores_gemma":[0.9945702,0.0003480882,0.0002498721,0.0001257783,0.00001668325,0.00006095696,0.004047007,0.000003341636,0.0005779477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03774955,"threshold_uncertainty_score":0.07505965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443866782118564,"score_gpt":0.3484677321381441,"score_spread":0.3040810539262878,"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."}}