{"id":"W1985461037","doi":"10.1159/000281538","title":"Fine-Needle Aspiration Biopsy Sampling in Renal Transplantation: Interstitial Cellular Infiltrates and Major Histocompatibility Complex Class-II Antigen Expression in Renal Tubular Cells","year":2010,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Antigen; Medicine; Transplantation; Pathology; Kidney; Biopsy; Cellular infiltration; Major histocompatibility complex; Parenchyma; Infiltration (HVAC); Immunology; Inflammation; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002716592,0.0002296108,0.0003142637,0.0003571943,0.00008566085,0.00004108028,0.0001258814,0.0001721613,0.0005208114],"category_scores_gemma":[0.00004347814,0.000199345,0.0000817957,0.000170828,0.000116197,0.0002255992,0.00002819205,0.0003857289,0.00001089265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007862037,"about_ca_system_score_gemma":0.00005002764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005321592,"about_ca_topic_score_gemma":0.001111585,"domain_scores_codex":[0.9983406,0.00007357195,0.0006110288,0.0004371157,0.000316023,0.0002216353],"domain_scores_gemma":[0.9993241,0.000153991,0.0001484668,0.0001818915,0.00009677188,0.00009479866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006907596,0.0002687512,0.3281865,0.00007821638,0.00003659568,0.0001780769,0.0006710586,0.000301165,0.6689326,0.0003432122,0.00002395714,0.00028912],"study_design_scores_gemma":[0.00591315,0.0005352091,0.8080403,0.0003104625,0.00006309226,0.0001957153,0.00003668636,0.004047677,0.1793552,0.0005017364,0.0007254963,0.0002752022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941822,0.00004194393,0.003693977,0.0005731306,0.0002506734,0.0005261596,0.0001345181,0.00003995289,0.0005574485],"genre_scores_gemma":[0.9913536,0.0000212567,0.007054006,0.0002120986,0.0001000276,0.0000487724,0.001124888,0.00001638632,0.00006891729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4895774,"threshold_uncertainty_score":0.8129054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03389610229959061,"score_gpt":0.297619849921353,"score_spread":0.2637237476217624,"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."}}