{"id":"W4245402616","doi":"10.1038/sj.modpathol.3800851","title":"Kidney","year":2006,"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":"St. Paul's Hospital; University Health Network; University of British Columbia; University of Toronto","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":[0.000107283,0.00009527318,0.0002075216,0.0000632356,0.00003762874,0.000005457592,0.00005233434,0.0001090509,0.00007342952],"category_scores_gemma":[0.00006411161,0.0000720475,0.0001023145,0.00005797977,0.00008656101,0.00002418364,0.0000361838,0.0001143831,0.0002183833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000149196,"about_ca_system_score_gemma":0.00003605559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000017162,"about_ca_topic_score_gemma":0.00000305551,"domain_scores_codex":[0.9992875,0.00003741147,0.0001375444,0.0002252457,0.00009403414,0.0002182061],"domain_scores_gemma":[0.9995877,0.00001140347,0.00002711969,0.0002696571,0.00003581458,0.00006834501],"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":[0.0002682032,0.0007391369,0.1650564,0.0001606839,0.0000654895,0.01042355,0.0003882476,0.0001639746,0.731398,0.007250965,0.04028549,0.04379988],"study_design_scores_gemma":[0.005631077,0.0009663547,0.7717184,0.00008470155,0.0002543727,0.01369645,0.00004783153,0.002947381,0.05043817,0.0674073,0.08618189,0.0006260443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427457,0.0006454815,0.01546349,0.001959103,0.0001543858,0.0001492329,0.000007037989,0.0001849779,0.03869054],"genre_scores_gemma":[0.9888427,0.00002078552,0.003656794,0.001567587,0.0002006899,0.00001788594,0.00004821819,0.00001500622,0.005630278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6809598,"threshold_uncertainty_score":0.2938012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372765807861996,"score_gpt":0.2492447526394539,"score_spread":0.235517094560834,"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."}}