{"id":"W4242691513","doi":"10.1038/modpathol.2012.5","title":"Kidney","year":2012,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Pathology; Kidney; 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":[0.0002063923,0.00009210411,0.0002001981,0.00005532234,0.00003497409,0.000003108104,0.00004872969,0.0001109146,0.0001252581],"category_scores_gemma":[0.0001630219,0.00006741424,0.00009495727,0.00005050641,0.0000724432,0.00005580139,0.00004915789,0.0001301786,0.0004587301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001508406,"about_ca_system_score_gemma":0.00002493044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001874423,"about_ca_topic_score_gemma":2.013694e-7,"domain_scores_codex":[0.9992725,0.00005008524,0.0001116567,0.0001445987,0.00008987562,0.0003312842],"domain_scores_gemma":[0.9994526,0.00001361734,0.00002431946,0.0002760261,0.0000261145,0.000207309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002092931,0.0008098251,0.557957,0.0001525928,0.0001111102,0.001220614,0.003361014,0.00000797849,0.3364422,0.003257158,0.01405505,0.08241616],"study_design_scores_gemma":[0.003319262,0.0006436479,0.831193,0.00006408469,0.0002822435,0.01444695,0.0001418904,0.0005426341,0.03579364,0.004657025,0.1084028,0.0005128843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662993,0.001565924,0.01031752,0.001263819,0.0003536764,0.0001412262,0.000004684462,0.0001428804,0.019911],"genre_scores_gemma":[0.9912565,0.00005076269,0.003523243,0.002768107,0.0002741863,0.00001902607,0.00001943162,0.00001450319,0.002074271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3006485,"threshold_uncertainty_score":0.58962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245290144034222,"score_gpt":0.2885571933571691,"score_spread":0.2561042919168268,"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."}}