{"id":"W4407705579","doi":"10.1111/ctr.70115","title":"Flying Kidneys or Flying Donors: What Do Prior Canadian Living Kidney Donors Think?","year":2025,"lang":"en","type":"letter","venue":"Clinical Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; Canadian Blood Services","keywords":"Medicine; Kidney; Kidney transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001240728,0.0007240414,0.001180781,0.001035858,0.0008045362,0.0005279708,0.0003939035,0.002260604,0.001639224],"category_scores_gemma":[0.001043986,0.0006515625,0.0006002053,0.0006784138,0.0001812712,0.0008631256,0.00001638088,0.003523914,0.00030212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003921844,"about_ca_system_score_gemma":0.003778009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006415446,"about_ca_topic_score_gemma":0.009921099,"domain_scores_codex":[0.9945927,0.0005387107,0.001932642,0.00125904,0.0008033656,0.0008735198],"domain_scores_gemma":[0.9951297,0.002475623,0.0004410872,0.0006627396,0.0003327242,0.0009580922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001633073,0.0003752815,0.02920011,0.0191688,0.001955918,0.008688583,0.01091497,0.00001407799,0.0001114615,0.0002011691,0.779551,0.1481856],"study_design_scores_gemma":[0.01090414,0.0008560394,0.04450462,0.05949011,0.008475419,0.0009726949,0.001719474,0.0008854836,0.0003311457,0.0002936355,0.8687831,0.002784129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01145815,0.0008841158,0.008661857,0.950273,0.01285078,0.004532635,0.001514618,0.0009423589,0.008882451],"genre_scores_gemma":[0.01025058,0.053952,0.00303641,0.907001,0.005397166,0.0001096337,0.01180668,0.0001989091,0.008247577],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1454014,"threshold_uncertainty_score":0.9995936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05282272892022853,"score_gpt":0.3524684481048111,"score_spread":0.2996457191845826,"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."}}