{"id":"W4252615877","doi":"10.1038/modpathol.2016.256","title":"Kidney/Renal Pathology (including Transplantation)","year":2017,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Renal pathology; Pathology; Medicine; Transplantation; Kidney; Kidney transplantation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007710808,0.0004647067,0.0004753049,0.002095207,0.001332949,0.001695082,0.0005124293,0.0009696481,0.03496169],"category_scores_gemma":[0.001438051,0.0001545883,0.0007532351,0.001548178,0.001238781,0.001229481,0.001918361,0.001369815,0.01274299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006390282,"about_ca_system_score_gemma":0.002512571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009005994,"about_ca_topic_score_gemma":0.002119709,"domain_scores_codex":[0.9993298,0.0001014591,0.00009131198,0.00009639262,0.0002095139,0.0001716239],"domain_scores_gemma":[0.999318,0.00009419577,0.0001165061,0.00009532911,0.0001371168,0.0002388774],"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":[0.0002122899,0.000372014,0.05251079,0.002215938,0.0001574139,0.02351803,0.0006323641,0.0003872577,0.006470571,0.04675018,0.1828082,0.6839649],"study_design_scores_gemma":[0.00001938498,0.0001875281,0.05528156,0.001116419,0.000101796,0.09804338,0.0005366948,0.0001409039,0.002659527,0.01721091,0.8246585,0.00004340649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06051975,0.1153336,0.007042609,0.01913564,0.01716293,0.0002224019,0.001823768,0.0006476045,0.7781116],"genre_scores_gemma":[0.5213601,0.1513715,0.0178089,0.01904305,0.04721744,0.0001819488,0.002819574,0.0003881284,0.2398094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03496169,"threshold_uncertainty_score":0.1169584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048971171644387,"score_gpt":0.3148558418474703,"score_spread":0.2743661301310265,"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."}}