{"id":"W2792011991","doi":"10.1016/j.healun.2018.01.1291","title":"The management of antibodies in heart transplantation: An ISHLT consensus document","year":2018,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Ted Rogers Centre for Heart Research; University of Toronto","funders":"","keywords":"Medicine; Heart transplantation; Intensive care medicine; Transplantation; Consensus conference; Clinical trial; Antibody; Disadvantaged; Relevance (law); Immunology; Surgery; Internal medicine; Political science","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":[0.001435942,0.0001131627,0.0002572342,0.0001000353,0.0001774528,0.00002008751,0.00007470604,0.00004131185,0.00001534951],"category_scores_gemma":[0.000003036103,0.00006266461,0.00006702928,0.0001363853,0.0002112111,0.0001169054,0.000002408694,0.0001505197,0.000001112337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001490052,"about_ca_system_score_gemma":0.00003820099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000537796,"about_ca_topic_score_gemma":0.0001261911,"domain_scores_codex":[0.9986542,0.0002410902,0.000551758,0.00008769491,0.0003081807,0.0001570068],"domain_scores_gemma":[0.9992326,0.0003213956,0.0001377047,0.0001220136,0.0001242303,0.00006200021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06299869,0.0008311273,0.5619879,0.01116972,0.002483036,0.0009143843,0.1193396,0.0004200289,0.1991038,0.01197043,0.001475826,0.02730544],"study_design_scores_gemma":[0.003701113,0.0008722561,0.9674916,0.0009100423,0.001135652,0.00279507,0.0022462,0.0001303446,0.01942376,0.0006128342,0.0005714869,0.0001095964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922387,0.001190519,0.001592518,0.00423647,0.0002173038,0.0002843239,0.000009186938,0.000007238628,0.0002237286],"genre_scores_gemma":[0.9789749,0.01092319,0.009731448,0.0001994308,0.00009968285,0.000001971157,0.00000724665,0.00000923151,0.00005291205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4055037,"threshold_uncertainty_score":0.2555389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990239501356095,"score_gpt":0.346764988634429,"score_spread":0.326862593620868,"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."}}