{"id":"W2466170860","doi":"10.1177/1066896916660195","title":"Clear Cell Urothelial Carcinoma","year":2016,"lang":"en","type":"review","venue":"International Journal of Surgical Pathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Pathology; Immunohistochemistry; PAX8; Clear cell; GATA3; Carcinoma; Metastasis; CD44; Medicine; Urothelial Cell; Cell; Biology; Cancer; Urothelium; Internal medicine; Urinary bladder","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002521514,0.0003063137,0.001562482,0.000387469,0.00002128017,0.00001879229,0.00041813,0.0003598693,0.001410164],"category_scores_gemma":[0.00004192183,0.0001763389,0.001160753,0.00007176371,0.0001251931,0.00006647185,0.00008711627,0.0005515314,0.0004353046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890259,"about_ca_system_score_gemma":0.0007162502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003188027,"about_ca_topic_score_gemma":1.972709e-7,"domain_scores_codex":[0.9977465,0.0001891366,0.001007676,0.0002479351,0.0005760097,0.0002327937],"domain_scores_gemma":[0.9982048,0.0002234266,0.000740358,0.0001849009,0.0004298624,0.0002166452],"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":[0.0007713177,0.0003565122,0.0001327561,0.0005969634,0.0005465753,0.04404244,0.00002897841,5.431303e-8,0.000007319289,0.0001593733,0.001854474,0.9515032],"study_design_scores_gemma":[0.00314594,0.0007768446,0.00003197791,0.002987045,0.0006148868,0.03864681,0.000003302444,9.710828e-8,0.00001583386,0.0001009157,0.9535372,0.0001391979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002657179,0.9857596,0.00003075467,0.0005402623,0.002798824,0.00021131,0.0001360255,0.00001177729,0.01024572],"genre_scores_gemma":[0.001395223,0.992617,0.0001433347,0.0001442701,0.003557817,0.000008951793,0.00001997957,0.00005311835,0.002060292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9516827,"threshold_uncertainty_score":0.9995027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949938237375136,"score_gpt":0.3590893088177782,"score_spread":0.3195899264440269,"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."}}