{"id":"W2884161031","doi":"","title":"Abstract 14361: Gene Expression Profiling for the Identification and Classification of Antibody-mediated Heart Rejection","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunostaining; Histopathology; Cohort; Heart transplantation; Pathogenesis; Pathology; Gene expression profiling; Heart disease; Immunology; Internal medicine; Immunohistochemistry; Transplantation; Gene expression; Gene; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006770077,0.0002215158,0.0003336059,0.0010356,0.0001907588,0.0005394323,0.0001782295,0.0002945881,0.001564265],"category_scores_gemma":[0.0005928317,0.00007144674,0.0001604665,0.0006445583,0.0002572481,0.0001196321,0.0001869559,0.0002140163,0.0004200892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353797,"about_ca_system_score_gemma":0.000275666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711294,"about_ca_topic_score_gemma":0.002346676,"domain_scores_codex":[0.9996996,0.00006352306,0.00002052022,0.00006894863,0.0001006538,0.00004678259],"domain_scores_gemma":[0.9996136,0.00009008958,0.0001175532,0.00002348603,0.0001001841,0.00005514801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009734108,0.0000939387,0.8063253,0.0001215233,0.0000940615,0.0001482784,0.00009854093,0.0003175192,0.1647467,0.00005730202,0.0007734068,0.0262501],"study_design_scores_gemma":[0.00001325513,0.000261129,0.9857675,0.00001291961,0.00003877854,0.0004406361,0.00008533676,0.001102637,0.01135804,0.00005977425,0.0008537368,0.000006280536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955929,0.001072417,0.001279737,0.00008982652,0.0000151858,0.00003237717,0.001190747,0.0000394556,0.0006872679],"genre_scores_gemma":[0.9944696,0.0003071981,0.002263529,0.00008752492,0.00002716049,0.00004341152,0.001970241,0.00001034735,0.0008210025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711294,"threshold_uncertainty_score":0.00523299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06079818978002233,"score_gpt":0.3628694687211101,"score_spread":0.3020712789410878,"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."}}