{"id":"W2005180302","doi":"10.1097/00007890-201007272-00492","title":"TARGETED WHOLE BLOOD GENOMIC DIAGNOSTIC BIOMARKER DISCOVERY OF ACUTE HEART REJECTION","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Prevention of Organ Failure","funders":"","keywords":"Biomarker; Medicine; Chen; Internal medicine; Computational biology; Philosophy; Biology; Genetics","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":[0.0007052345,0.0002973228,0.0005693866,0.0008750111,0.0001749676,0.0007086668,0.0003289792,0.0005430047,0.004985164],"category_scores_gemma":[0.003602215,0.0001398235,0.0001672214,0.0006006323,0.0001425653,0.0003123614,0.000285303,0.0003476334,0.001028398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666803,"about_ca_system_score_gemma":0.0002899181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002578131,"about_ca_topic_score_gemma":0.0004166909,"domain_scores_codex":[0.9994839,0.000149047,0.00003135264,0.0001452605,0.0001361834,0.00005420807],"domain_scores_gemma":[0.9993906,0.0003064397,0.00009591055,0.00004585944,0.00008596046,0.00007519688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004650779,0.0005497626,0.2880976,0.0005225714,0.0002672514,0.001120888,0.0001659421,0.001428448,0.1829405,0.001990084,0.03151752,0.4867486],"study_design_scores_gemma":[0.0007496693,0.004818967,0.5855464,0.0003541741,0.001318263,0.01133023,0.000343976,0.0149779,0.3148441,0.009290351,0.05625574,0.0001702205],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174056,0.026171,0.02439688,0.005303387,0.0008969079,0.000368636,0.0103805,0.000472044,0.01460502],"genre_scores_gemma":[0.9737738,0.005473413,0.009445386,0.001515067,0.0003829658,0.0002232234,0.003940911,0.00004632901,0.005198737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004985164,"threshold_uncertainty_score":0.01667702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339816875989025,"score_gpt":0.2923536871159021,"score_spread":0.2789555183560119,"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."}}