{"id":"W4391482285","doi":"10.1097/tp.0000000000004914","title":"Identification of Antibodies to DQβ:DRα Interisotypic Heterodimers in Human Sera","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Antibody; Identification (biology); Immunology; Molecular biology; Virology; Computational biology; Biology; Medicine","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":[0.0004750731,0.0004720089,0.0002556077,0.0008408882,0.0001563244,0.0003099145,0.0002090939,0.0004662803,0.001633546],"category_scores_gemma":[0.0005684047,0.0001889057,0.0002346073,0.0004130445,0.0001236382,0.0001500715,0.0002707619,0.0003789766,0.0007441566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009755285,"about_ca_system_score_gemma":0.00007246583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126861,"about_ca_topic_score_gemma":0.00007971427,"domain_scores_codex":[0.9993873,0.0001904053,0.00005674354,0.0001718767,0.0001171839,0.00007651613],"domain_scores_gemma":[0.9996704,0.0001003539,0.00005968705,0.0000435235,0.00007415569,0.00005197728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002855332,0.0002491828,0.03676888,0.0001298816,0.00004300804,0.0004312561,0.0001756678,0.00004658734,0.9499479,0.00009953914,0.0003039775,0.01151855],"study_design_scores_gemma":[0.000178634,0.004949438,0.3619685,0.0001535115,0.0003215982,0.02208988,0.0006546908,0.003464064,0.5880795,0.000462624,0.01764586,0.00003180872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916661,0.00174648,0.003689747,0.0000579107,0.00003768156,0.00006990275,0.0002060791,0.0000619551,0.002464105],"genre_scores_gemma":[0.996196,0.0005953759,0.00202748,0.00009661328,0.0000378954,0.00003806626,0.0004652317,0.000009138621,0.0005342725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001633546,"threshold_uncertainty_score":0.005464792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206609513216042,"score_gpt":0.2665128587868302,"score_spread":0.2544467636546698,"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."}}