{"id":"W2775429673","doi":"10.1097/00007890-201407151-00186","title":"The Molecular Phenotype of Antibody-Mediated Rejection in Heart Transplants.","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre","funders":"","keywords":"Medicine; Heart transplantation; Biopsy; Kidney transplantation; Transplantation; Histopathology; Pathology; Kidney; CD68; Cardiology; Internal medicine; Immunohistochemistry; Gastroenterology","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":[0.0005307245,0.0002263023,0.0001855655,0.001280938,0.0001755982,0.0004093112,0.0001468683,0.0002597824,0.001243742],"category_scores_gemma":[0.0006644112,0.00005925989,0.0001671316,0.0004324004,0.0002573011,0.0001624714,0.000206949,0.00017823,0.0002153499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592201,"about_ca_system_score_gemma":0.00008576061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002450452,"about_ca_topic_score_gemma":0.0002717872,"domain_scores_codex":[0.9997259,0.00009019081,0.00002916607,0.00005217037,0.00005817861,0.00004440963],"domain_scores_gemma":[0.9993802,0.0001166344,0.0003300457,0.00002309898,0.00005426202,0.0000958557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008588651,0.00006803136,0.9003201,0.00006645687,0.00005153807,0.0006460997,0.0001291734,0.0001305433,0.08842123,0.000113001,0.0001133799,0.009081573],"study_design_scores_gemma":[0.000008401373,0.0003192895,0.9946541,0.000005632073,0.00001977531,0.00178132,0.0001000249,0.0002092809,0.002580021,0.00004871952,0.0002703234,0.000003075568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986424,0.0003847431,0.0002942734,0.00001569944,0.000003649852,0.0000123637,0.0001129295,0.000006073124,0.0005276782],"genre_scores_gemma":[0.99922,0.00009308984,0.0003600562,0.00001996076,0.00001106747,0.00001317242,0.000162718,0.000001886449,0.000118062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001280938,"threshold_uncertainty_score":0.004160702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188469088810095,"score_gpt":0.3130608437617783,"score_spread":0.3011761528736773,"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."}}