{"id":"W3157585265","doi":"","title":"Blood Group ABO-incompatible Kidney Transplantation","year":2021,"lang":"en","type":"article","venue":"EUR Research Repository (Erasmus University Rotterdam)","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"ABO blood group system; Kidney transplantation; Transplantation; Desensitization (medicine); Medicine; Kidney; Internal medicine; Receptor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453334,0.000186126,0.0002897327,0.0003463631,0.0006111807,0.00008157327,0.000168425,0.0001133301,0.000187045],"category_scores_gemma":[0.00002656094,0.0001885358,0.0001904192,0.0006561981,0.0001227999,0.0002694286,0.00004325474,0.0004710611,0.0001152114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803714,"about_ca_system_score_gemma":0.0004234891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003708755,"about_ca_topic_score_gemma":0.00004184043,"domain_scores_codex":[0.9974489,0.0004788156,0.0002298486,0.0005205312,0.0008623947,0.000459511],"domain_scores_gemma":[0.9984234,0.0001599543,0.00005561526,0.0004230319,0.0003915925,0.0005464171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003994951,0.003181971,0.5084178,0.002672321,0.001751803,0.1369596,0.002914597,0.00003174165,0.3320926,0.003560014,0.003277058,0.00114558],"study_design_scores_gemma":[0.03840647,0.001789178,0.5551382,0.002429618,0.001413695,0.007610814,0.001556951,0.0002464942,0.3440878,0.0001336558,0.04638067,0.0008064541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328813,0.0001298726,0.0004810252,0.001185788,0.0002554642,0.0005027003,0.00006150464,0.0001284414,0.0643739],"genre_scores_gemma":[0.9686001,0.0005851824,0.001369287,0.0002396138,0.0001446528,0.000003730863,0.0003691049,0.00002692591,0.02866141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1293488,"threshold_uncertainty_score":0.7688266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559880001162913,"score_gpt":0.3054469324263616,"score_spread":0.2698481324147324,"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."}}