{"id":"W1533346223","doi":"10.1111/ajt.12162","title":"A Survey of Current Practice for Antibody-Mediated Rejection in Heart Transplantation","year":2013,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Plasmapheresis; Asymptomatic; Thymoglobulin; Rituximab; Internal medicine; Heart transplantation; Transplantation; Lung transplantation; Antibody; Pediatrics; Oncology; Intensive care medicine; Immunology; Kidney transplantation","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":[0.001224479,0.0001494554,0.0005575072,0.0004415428,0.0000314568,0.00001444616,0.00006744831,0.00005027453,0.00001782214],"category_scores_gemma":[0.0002675252,0.0001281521,0.0001464934,0.0005893572,0.00008924831,0.0005220296,8.781627e-7,0.0002314396,0.000003246546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004844699,"about_ca_system_score_gemma":0.0001914807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339302,"about_ca_topic_score_gemma":0.000154071,"domain_scores_codex":[0.9979182,0.0004271156,0.0009465726,0.000155307,0.0003614322,0.0001913573],"domain_scores_gemma":[0.9965776,0.00173042,0.0007024094,0.00009238565,0.0007907369,0.0001064844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01516849,0.00118938,0.6820844,0.002242637,0.0002643246,0.0000658352,0.009259984,0.0004547758,0.197913,0.000111849,0.00009641124,0.09114893],"study_design_scores_gemma":[0.004018948,0.001878971,0.9844182,0.000637096,0.0004313985,0.0006323293,0.0006023965,0.0002881539,0.006844019,0.000040946,0.00007807288,0.0001294973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8242419,0.0002645096,0.1739324,0.0006252619,0.0002655168,0.0005376072,0.00009370871,0.00001053664,0.00002848436],"genre_scores_gemma":[0.9552127,0.003936103,0.04027858,0.0001523982,0.00005793463,0.00001720861,0.0003212978,0.0000201826,0.000003592411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3023338,"threshold_uncertainty_score":0.5225891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03827782224277373,"score_gpt":0.3983513508333456,"score_spread":0.3600735285905719,"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."}}