{"id":"W2059201282","doi":"10.1097/00007890-201007272-00625","title":"GRAFT LOSS IS POORLY REPRESENTED IN THE MOST INFLAMED REJECTION KIDNEY TRANSPLANT BIOPSIES","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney transplant; Medicine; Graft rejection; Kidney transplantation; Kidney; Pathology; Transplantation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007405529,0.0002755265,0.0004427373,0.0019381,0.0004666786,0.001430275,0.0002738076,0.0005545494,0.00235078],"category_scores_gemma":[0.0009571598,0.0002380276,0.0002140295,0.000895672,0.0005714952,0.0005401621,0.0004789602,0.0003391024,0.0006058496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003570778,"about_ca_system_score_gemma":0.0002820338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004815898,"about_ca_topic_score_gemma":0.01098187,"domain_scores_codex":[0.9993134,0.00007930846,0.00007867484,0.0001014871,0.0002515663,0.000175593],"domain_scores_gemma":[0.9990104,0.0001776071,0.0003214261,0.00007739509,0.0002199249,0.0001931029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002305414,0.00009139698,0.6072429,0.000315511,0.0001869168,0.003265518,0.0006046055,0.0003130498,0.358002,0.000266448,0.0004055146,0.02700055],"study_design_scores_gemma":[0.000015031,0.0001977334,0.9715471,0.00005982097,0.0001137679,0.006183092,0.0006436008,0.0005169587,0.01813735,0.0001987663,0.002371785,0.0000149034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912122,0.003216585,0.001339437,0.00006932001,0.00001687732,0.00002317056,0.0001969286,0.00005246765,0.003873004],"genre_scores_gemma":[0.9971986,0.0006811943,0.0008904068,0.00007363764,0.00002957495,0.000009540753,0.0002870914,0.00001357589,0.0008163971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004815898,"threshold_uncertainty_score":0.009575725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008745000583053,"score_gpt":0.26624901597122,"score_spread":0.2561615659653895,"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."}}