{"id":"W4243497167","doi":"10.1038/modpathol.2010.21","title":"Kidney","year":2010,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Pathology; Medicine; 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":[0.0001576161,0.00009340031,0.0001978798,0.0000609573,0.00004029651,0.000005825534,0.00007391454,0.000161363,0.0002016125],"category_scores_gemma":[0.000277562,0.00006886163,0.00009748182,0.00004933008,0.0001240202,0.00002700373,0.0000491495,0.0003332151,0.0002972658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004729379,"about_ca_system_score_gemma":0.00005104196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003141648,"about_ca_topic_score_gemma":0.000004339295,"domain_scores_codex":[0.9993291,0.0000256289,0.0001151539,0.0002305455,0.0000889185,0.0002106717],"domain_scores_gemma":[0.9993912,0.00001459423,0.00002486337,0.0003821519,0.00004346942,0.0001437497],"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":[0.00005064873,0.0001094182,0.02392483,0.00002573787,0.00001814005,0.001366303,0.0002746198,0.000001527496,0.9422559,0.001112647,0.002097189,0.02876306],"study_design_scores_gemma":[0.00674631,0.001342161,0.5978106,0.00006264192,0.0003147973,0.03279797,0.00008917307,0.003357245,0.145235,0.03855377,0.1728349,0.0008553906],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771301,0.00008614131,0.003865398,0.002131766,0.0004317814,0.0001228633,0.000004887007,0.0001393719,0.01608766],"genre_scores_gemma":[0.9883943,0.00001859607,0.006542188,0.00246312,0.0001901478,0.00001846377,0.00001960119,0.00001511028,0.002338481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7970209,"threshold_uncertainty_score":0.382085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500411209448974,"score_gpt":0.2710380216936666,"score_spread":0.2560339095991769,"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."}}