{"id":"W1986430315","doi":"10.1016/j.transproceed.2003.12.051","title":"Insights into subclinical rejection","year":2004,"lang":"en","type":"review","venue":"Transplantation Proceedings","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Subclinical infection; Medicine; Histology; Biopsy; Graft rejection; Transplantation; Internal medicine; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008629965,0.0005427678,0.001521991,0.00045601,0.0001414229,0.00005928017,0.0001196313,0.0005330601,0.00006623784],"category_scores_gemma":[0.00001523809,0.0004033525,0.000709691,0.0005687887,0.00006864778,0.0002453858,0.000005453143,0.000524791,0.0003996383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900269,"about_ca_system_score_gemma":0.0003676226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003687016,"about_ca_topic_score_gemma":0.000004783982,"domain_scores_codex":[0.9976254,0.00001790944,0.001005571,0.0006337601,0.0004641109,0.0002532726],"domain_scores_gemma":[0.9990366,0.00008577495,0.0003485173,0.0001312453,0.0001592871,0.000238652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004968695,0.0005970316,0.0002566108,0.5148081,0.001394419,0.0005874431,0.002257698,9.116005e-7,0.0000196015,0.006823445,0.0000460148,0.4727119],"study_design_scores_gemma":[0.007535638,0.001172113,0.0009870689,0.2269593,0.02057854,0.003455104,0.00007478711,0.000004554705,0.0001689633,0.00127064,0.7365291,0.001264194],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002817736,0.9932455,0.000265739,0.00004919921,0.0003063931,0.001484554,0.00002251499,0.0002724706,0.004071827],"genre_scores_gemma":[0.001280648,0.9948863,0.001375954,0.0000815758,0.0001783535,0.0001939257,0.001277631,0.0000934985,0.0006320864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7364831,"threshold_uncertainty_score":0.9998418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627645930738058,"score_gpt":0.3752839418229985,"score_spread":0.3190074825156179,"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."}}