{"id":"W2032489511","doi":"10.1097/tp.0000000000000218","title":"Antibody-Mediated Rejection","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Antibody; Immunology; Medicine; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007805094,0.00009665351,0.0001374014,0.00009255948,0.00005611186,0.00001073917,0.00002164693,0.00005606436,0.0001111414],"category_scores_gemma":[0.000008340496,0.00007919665,0.00006264742,0.0001372362,0.00001694125,0.00008930959,6.333447e-7,0.00006521405,0.0002421141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001882596,"about_ca_system_score_gemma":0.00001427104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003818281,"about_ca_topic_score_gemma":0.000009033176,"domain_scores_codex":[0.9993498,0.00003185815,0.0001667198,0.0001525055,0.0001761003,0.0001230245],"domain_scores_gemma":[0.9996831,0.00006727858,0.00003763611,0.00009766026,0.00003912434,0.00007515778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002291206,0.0004400061,0.4046074,0.001668688,0.0002247392,0.0001852095,0.001555623,0.0001267427,0.5712146,0.00434346,0.00002692593,0.01331536],"study_design_scores_gemma":[0.007275451,0.0004865658,0.9561806,0.0004496151,0.0004382714,0.0004352387,0.00002673141,0.001360947,0.03192812,0.0002564724,0.0009783017,0.0001836582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7856156,0.00004147866,0.1871142,0.0003404009,0.0002381041,0.0003641424,0.00002816523,0.0002407046,0.02601723],"genre_scores_gemma":[0.994803,0.0003895779,0.002139916,0.0003229017,0.00006042937,0.000009891184,0.001848353,0.00001390029,0.0004120503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5515732,"threshold_uncertainty_score":0.3229546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424614774485256,"score_gpt":0.2997545015234248,"score_spread":0.2855083537785722,"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."}}