{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006479525,0.0004559848,0.0005789732,0.001276125,0.001200204,0.002475691,0.0008492319,0.001258426,0.0934241],"category_scores_gemma":[0.001005923,0.0003087022,0.0007715359,0.0008084225,0.0008660425,0.0011435,0.001545619,0.002099617,0.04408024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007419,"about_ca_system_score_gemma":0.001865003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490677,"about_ca_topic_score_gemma":0.001980721,"domain_scores_codex":[0.9995309,0.00004253482,0.00002847027,0.0001328365,0.0001762708,0.00008907356],"domain_scores_gemma":[0.9994329,0.00003905467,0.00006002727,0.0001550227,0.0001675746,0.0001453732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005800487,0.0002572412,0.009570133,0.0008137987,0.0002423229,0.008526854,0.0002853492,0.0002343776,0.06354699,0.06141223,0.2344747,0.620056],"study_design_scores_gemma":[0.0000412739,0.00007134919,0.005837495,0.0001139155,0.00006904647,0.01696032,0.00008113525,0.0001697786,0.01148177,0.008270561,0.9568818,0.00002159308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03579286,0.04545356,0.03119672,0.02327763,0.008882361,0.0002530759,0.002536364,0.004538778,0.8480687],"genre_scores_gemma":[0.1980371,0.02140657,0.01820117,0.01224423,0.004457518,0.0001419267,0.002828345,0.0007939181,0.7418893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0934241,"threshold_uncertainty_score":0,"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."}}