{"id":"W2614818158","doi":"10.1097/01.tp.0000520331.07917.b7","title":"Investigating Blood-Based, Cell-Specific Biomarkers of Acute Cardiac Allograft Rejection","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; Spinal Cord Injury BC; University of British Columbia Hospital; Prevention of Organ Failure","funders":"","keywords":"Medicine; Biopsy; Biomarker; Transplantation; Heart transplantation; Microarray; Gene expression profiling; Gene expression; Pathology; Internal medicine; Gene; Biology","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":[0.001523487,0.0004958745,0.0004387004,0.0009018201,0.0001676799,0.0009422968,0.0003180817,0.0004387761,0.0009621777],"category_scores_gemma":[0.001485487,0.0001328695,0.0002451562,0.0006096514,0.0002233733,0.0003471798,0.0003410259,0.0003685952,0.0003357214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103531,"about_ca_system_score_gemma":0.0001805838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003006943,"about_ca_topic_score_gemma":0.0003707651,"domain_scores_codex":[0.9994481,0.000151303,0.00003663826,0.0001902953,0.0001265474,0.00004709618],"domain_scores_gemma":[0.9993043,0.0002449198,0.0002359483,0.00004700343,0.0001236954,0.00004417885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001853951,0.0002589591,0.7639999,0.0004314045,0.00050892,0.000132046,0.0001547046,0.006276937,0.1573781,0.0002778845,0.0005428008,0.06818429],"study_design_scores_gemma":[0.00004548295,0.001582176,0.8525046,0.0001256216,0.0005036436,0.001076794,0.0002420102,0.05288674,0.08608227,0.001467256,0.003437014,0.00004641436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824781,0.003935656,0.01177471,0.0001154301,0.0000282999,0.00003853402,0.000773927,0.00008325611,0.0007721164],"genre_scores_gemma":[0.9919488,0.0006855551,0.005618992,0.00009318814,0.00003330969,0.0000409388,0.00119114,0.00000800919,0.0003799312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523487,"threshold_uncertainty_score":0.008056998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020907082926217,"score_gpt":0.3124215840062813,"score_spread":0.2822125131770191,"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."}}