{"id":"W2320685734","doi":"10.1097/mot.0b013e3283614c90","title":"Molecular transplantation pathology","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Transplantation; Medicine; Pathology; Molecular pathology; Biology; Internal medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001607823,0.0006906557,0.001602734,0.0008237977,0.00006830226,0.00004539671,0.0001666423,0.0004622588,0.0002489905],"category_scores_gemma":[0.000008142792,0.0005734921,0.0005262028,0.0006380701,0.00006295685,0.0001970138,0.000006645373,0.0006398955,0.0004820808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929671,"about_ca_system_score_gemma":0.0002584395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578986,"about_ca_topic_score_gemma":0.000003048725,"domain_scores_codex":[0.9968122,0.0002769842,0.001236706,0.0007454724,0.0004311822,0.0004974807],"domain_scores_gemma":[0.9988744,0.0001568634,0.0003477152,0.0003410029,0.0000818536,0.0001981394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001011471,0.0004007936,0.0005270452,0.2265317,0.0001863302,0.0002977291,0.0004322922,0.000007296472,0.00001655945,0.0006868826,0.00003574751,0.7707765],"study_design_scores_gemma":[0.01603103,0.0008519819,0.005310938,0.3219698,0.01020058,0.01019141,0.000076968,0.00004954156,0.0002659683,0.0001840597,0.6321136,0.00275414],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002454459,0.9906365,0.003221893,0.00003432268,0.002570068,0.002540095,0.0003683362,0.00011785,0.0002654643],"genre_scores_gemma":[0.0001652571,0.9831582,0.0004668043,0.00001909455,0.0001814946,0.0004688724,0.01538044,0.0001107995,0.00004901417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7680224,"threshold_uncertainty_score":0.9996716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08808316692486697,"score_gpt":0.4031295580321608,"score_spread":0.3150463911072938,"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."}}