{"id":"W4402798718","doi":"10.1097/01.tp.0001067560.30341.cc","title":"P.180: Results of CDC-XM and FCXM cross-match in highly sensitized patients with CKD.","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine","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":[0.0001208222,0.0001101255,0.0002249843,0.0001569588,0.00002282798,0.000008389304,0.00001640452,0.00003599946,0.000005910816],"category_scores_gemma":[0.00001938353,0.00007681565,0.00002142049,0.000212435,0.0001012173,0.0000949924,0.000002218162,0.000110909,0.000004502214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002233608,"about_ca_system_score_gemma":0.0000361855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307412,"about_ca_topic_score_gemma":0.0001157384,"domain_scores_codex":[0.9991244,0.0000212949,0.0002763052,0.000195365,0.0002780592,0.0001045841],"domain_scores_gemma":[0.9995925,0.0001770943,0.00003230699,0.00007155828,0.00008552819,0.00004100575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02673833,0.0005333759,0.9135174,0.00799211,0.0004614513,0.001275406,0.031489,0.0001369569,0.008383003,0.001680147,0.0007409498,0.007051851],"study_design_scores_gemma":[0.008472168,0.0003676776,0.9881381,0.001098858,0.0001345789,0.00004853907,0.00006152561,0.000145383,0.00124926,0.0001572958,0.00004963457,0.0000770005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970249,0.0002163479,0.0001264412,0.0006284384,0.00009741625,0.000290373,0.0002713966,0.0000526195,0.001292064],"genre_scores_gemma":[0.9985906,0.0001901222,0.0004130732,0.00005697243,0.00004799908,0.000008989029,0.0006014562,0.00001418944,0.0000765537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07462066,"threshold_uncertainty_score":0.3132451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007311827210558323,"score_gpt":0.2660577190089726,"score_spread":0.2587458917984143,"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."}}