{"id":"W2335044087","doi":"10.1097/tp.0b013e3182003df6","title":"Whole Blood Biomarkers of Acute Cardiac Allograft Rejection: Double-Crossing the Biopsy","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"Biopsy; Biomarker; Medicine; Endomyocardial biopsy; Whole blood; Liquid biopsy; Pathology; Internal medicine; Cancer; 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":[0.003412228,0.0009491118,0.0008757305,0.001643573,0.0002388071,0.001215969,0.0006022918,0.000996575,0.00103283],"category_scores_gemma":[0.003164276,0.0003187876,0.0006463259,0.0008481164,0.0006493714,0.000706511,0.0006891428,0.001054843,0.0004199731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002925798,"about_ca_system_score_gemma":0.0003873241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002724823,"about_ca_topic_score_gemma":0.0005518829,"domain_scores_codex":[0.9977869,0.0007335467,0.0001089455,0.0006116054,0.0006351255,0.0001238487],"domain_scores_gemma":[0.998049,0.0007301857,0.0004379337,0.000162135,0.0004760221,0.0001446477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001529672,0.0002307176,0.08389474,0.0005266335,0.000500257,0.0003301624,0.0001601035,0.001320275,0.8334534,0.0009967388,0.001232981,0.07582431],"study_design_scores_gemma":[0.0001556997,0.004663762,0.2172345,0.0002246967,0.001344669,0.005773401,0.000258308,0.02196249,0.7278053,0.005116472,0.01524595,0.0002146999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7578369,0.02915239,0.2049465,0.001368072,0.0005428693,0.000441297,0.0008727902,0.000858962,0.003980292],"genre_scores_gemma":[0.8833467,0.005122823,0.1055888,0.0021286,0.0003053184,0.000384798,0.001132614,0.00009270096,0.001897696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003412228,"threshold_uncertainty_score":0.01804584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771002792531703,"score_gpt":0.3111160710038399,"score_spread":0.2934060430785229,"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."}}