{"id":"W4239231717","doi":"10.1038/sj.modpathol.3801040","title":"Kidney","year":2008,"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; Kidney; Medicine; Biology; 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":[0.00008637552,0.00009612285,0.0002325657,0.00006418472,0.0000697955,0.000001845666,0.00005962232,0.0001098095,0.0000892939],"category_scores_gemma":[0.0001545265,0.00007232913,0.000109832,0.00006113584,0.0001570498,0.0000275985,0.00004393572,0.0001411849,0.0003161826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001344776,"about_ca_system_score_gemma":0.00006553277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000033437,"about_ca_topic_score_gemma":4.355822e-7,"domain_scores_codex":[0.9992814,0.0000418008,0.0001258409,0.0002300209,0.0001051964,0.0002157362],"domain_scores_gemma":[0.999488,0.00001256006,0.00002469079,0.0003050655,0.00004081607,0.0001288427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005595366,0.0009390096,0.3340538,0.0001862711,0.0001831574,0.05936987,0.005343639,0.00006865045,0.5045411,0.001377933,0.04296153,0.05041552],"study_design_scores_gemma":[0.006178844,0.001551266,0.7732803,0.00007588343,0.000179378,0.1089558,0.00007881958,0.002103919,0.03658735,0.007518571,0.06284535,0.0006445517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749882,0.0005099299,0.008188109,0.001341624,0.0001392414,0.000124471,0.000004260262,0.0001521027,0.01455202],"genre_scores_gemma":[0.988534,0.0001965704,0.003718505,0.002929553,0.0001133917,0.00001755703,0.00002066847,0.00001482895,0.00445488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4679537,"threshold_uncertainty_score":0.4063993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054655184378813,"score_gpt":0.2677325464481474,"score_spread":0.2271859946043593,"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."}}