{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060454,0.0006904494,0.0005864142,0.003414083,0.00120781,0.002384942,0.0009292265,0.001820378,0.06155517],"category_scores_gemma":[0.002017316,0.0002625633,0.0007027485,0.001617389,0.002245833,0.00202889,0.002470318,0.002366029,0.03187155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008703463,"about_ca_system_score_gemma":0.002125171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000727413,"about_ca_topic_score_gemma":0.001335961,"domain_scores_codex":[0.9992917,0.00009589932,0.00009250171,0.000133427,0.0002729235,0.0001134588],"domain_scores_gemma":[0.999057,0.0001162218,0.0001351532,0.0001706814,0.0002801435,0.000240835],"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":[0.0001722786,0.0001462783,0.00788888,0.002292056,0.00008485935,0.0147034,0.0003718432,0.0002260705,0.008969972,0.07700092,0.2949482,0.5931952],"study_design_scores_gemma":[0.0000100443,0.00003708155,0.005426873,0.0005887526,0.00003714098,0.03986097,0.0001558513,0.00008095062,0.001492731,0.01531229,0.9369775,0.00001981032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01481817,0.1499342,0.01045978,0.02457111,0.01713184,0.0002081598,0.001110663,0.001294507,0.7804714],"genre_scores_gemma":[0.1682566,0.1728033,0.02691647,0.02494015,0.06586777,0.0001676421,0.002487006,0.0008074371,0.5377535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06155517,"threshold_uncertainty_score":0.2059225,"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."}}