{"id":"W2009322464","doi":"10.1097/01.tp.0000332719.52002.c7","title":"WHOLE BLOOD GENOMIC BIOMARKERS OF ACUTE ALLOGRAFT REJECTION","year":2008,"lang":"en","type":"article","venue":"Transplantation","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Immunology","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":[0.000440593,0.0002855168,0.0003413196,0.001315112,0.0001792842,0.0006899429,0.0003485197,0.0005721459,0.01156842],"category_scores_gemma":[0.002313079,0.0001093475,0.0001334731,0.001061089,0.0001200549,0.000385713,0.000269437,0.0003127485,0.002902822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158941,"about_ca_system_score_gemma":0.0002409949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003281576,"about_ca_topic_score_gemma":0.0003620649,"domain_scores_codex":[0.9996895,0.00008184351,0.00003109945,0.00005758234,0.0001012568,0.00003872973],"domain_scores_gemma":[0.9992769,0.0002954235,0.0001435303,0.00005531091,0.000102764,0.0001260533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00409502,0.0004716687,0.6028793,0.0003815031,0.000192317,0.0007548452,0.0001281899,0.0005866424,0.05302494,0.001320075,0.03179478,0.3043708],"study_design_scores_gemma":[0.0002145186,0.001176023,0.9305844,0.0001281201,0.0002174884,0.005044217,0.0001641,0.0009056746,0.0263225,0.003008458,0.03218358,0.00005091066],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975528,0.02242428,0.007609081,0.003786863,0.0009045892,0.0002338798,0.03403065,0.0003673505,0.03309052],"genre_scores_gemma":[0.9601105,0.005306978,0.004680628,0.00108674,0.0005739593,0.0002168149,0.01247121,0.00004986153,0.01550325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01156842,"threshold_uncertainty_score":0.03870022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007515699325166439,"score_gpt":0.2394093400725402,"score_spread":0.2318936407473738,"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."}}