{"id":"W2983225616","doi":"10.1007/s40472-019-00254-1","title":"The Importance of Non-HLA Antibodies After Heart Transplant","year":2019,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Immunology; Human leukocyte antigen; Heart transplantation; Antibody; Transplantation; Antigen; Organ transplantation; Transplant rejection; Immune system; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004793455,0.0002179934,0.0004288826,0.0000945712,0.00008628086,0.00002100562,0.00006507721,0.00007510463,0.0001310678],"category_scores_gemma":[0.00001081485,0.0001451635,0.0002551524,0.0001779832,0.0001015989,0.0001334674,0.000003503104,0.0002090368,0.00001948555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001707978,"about_ca_system_score_gemma":0.0001175985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001159189,"about_ca_topic_score_gemma":0.00003237764,"domain_scores_codex":[0.9979897,0.00005624164,0.0008465612,0.0003506473,0.0004767923,0.0002800559],"domain_scores_gemma":[0.9988958,0.0002129136,0.0002382922,0.000416351,0.0001315207,0.0001051171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005654984,0.00007600172,0.9883496,0.001261357,0.00006418648,0.0002600679,0.001026178,0.00001121845,0.006165286,0.0001215839,0.00007848289,0.002020512],"study_design_scores_gemma":[0.0009444061,0.0001027091,0.9792469,0.0006729997,0.0003288711,0.001212171,0.00007043358,0.00004487374,0.0133146,0.0001150008,0.003764972,0.0001820876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909247,0.002339869,0.003225247,0.0003927852,0.001389772,0.000803874,0.00006233936,0.00005384616,0.0008075339],"genre_scores_gemma":[0.9938045,0.003926509,0.001589987,0.0001237584,0.00007293471,0.00004974028,0.0001873673,0.0000240927,0.0002211182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009102749,"threshold_uncertainty_score":0.5919595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016263292035597,"score_gpt":0.3323395538919687,"score_spread":0.3160762618563717,"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."}}