{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006880999,0.0004534681,0.0005904324,0.001336987,0.001217498,0.002554867,0.0008641771,0.001262525,0.09354244],"category_scores_gemma":[0.001100529,0.0003092554,0.0007824442,0.0008479378,0.0008755816,0.001176011,0.00162146,0.002138763,0.04396531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006862,"about_ca_system_score_gemma":0.001937844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517537,"about_ca_topic_score_gemma":0.001952906,"domain_scores_codex":[0.9994972,0.00004652812,0.00003135581,0.0001407739,0.0001885733,0.00009561355],"domain_scores_gemma":[0.999385,0.0000427186,0.00006513262,0.0001655172,0.0001838317,0.0001578023],"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":[0.0005553261,0.0002493801,0.009801657,0.0008442504,0.0002405406,0.008090757,0.0002909233,0.0002319288,0.05670648,0.05984389,0.2425389,0.6206059],"study_design_scores_gemma":[0.00004140058,0.00006911362,0.005782251,0.0001223647,0.00006960708,0.01585545,0.00008456478,0.0001706424,0.01065206,0.008277633,0.9588526,0.0000222124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03451848,0.04660194,0.03240955,0.02367763,0.009239716,0.0002669448,0.002736014,0.004793993,0.8457556],"genre_scores_gemma":[0.2074538,0.02282614,0.01969734,0.01357477,0.00499614,0.0001612903,0.003187193,0.0008897799,0.7272136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09354244,"threshold_uncertainty_score":0,"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."}}