{"id":"W4243511633","doi":"10.1038/modpathol.2015.22","title":"Kidney/Renal Pathology","year":2015,"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 Alberta","funders":"","keywords":"Pathology; Renal pathology; Kidney; Medicine; 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":[0.0005279556,0.0002322843,0.0005292178,0.000165429,0.00006270125,0.00001177565,0.0001610083,0.0003109799,0.00007779386],"category_scores_gemma":[0.0006156346,0.0001797883,0.000182862,0.0001359548,0.000309197,0.00006702107,0.0001549774,0.0003425676,0.0005980388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005431702,"about_ca_system_score_gemma":0.0002304215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006341138,"about_ca_topic_score_gemma":0.000003027556,"domain_scores_codex":[0.9982299,0.0002008483,0.0003049229,0.000521287,0.0002405137,0.000502503],"domain_scores_gemma":[0.9986418,0.00002943291,0.0000774931,0.0006046363,0.0001664947,0.0004801776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002524611,0.001970074,0.1177561,0.00027483,0.0004013539,0.09763746,0.01155139,0.0004561548,0.5288222,0.005255249,0.08036292,0.1529876],"study_design_scores_gemma":[0.0433943,0.01367862,0.2321271,0.0003667749,0.001522632,0.2299313,0.001609445,0.01197205,0.07319664,0.1352071,0.2535713,0.003422775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500432,0.001418423,0.02672072,0.003456302,0.0005733377,0.0003221105,0.00001975438,0.0003210045,0.01712515],"genre_scores_gemma":[0.9833388,0.00006316627,0.008285549,0.00473961,0.0003491612,0.00006086665,0.00009140882,0.00004224735,0.003029133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4556256,"threshold_uncertainty_score":0.7686779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05637905735219267,"score_gpt":0.2947135896488409,"score_spread":0.2383345322966482,"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."}}