{"id":"W2011457998","doi":"10.1038/ki.2012.405","title":"Tadpole cells in an unstained urine sediment","year":2013,"lang":"en","type":"article","venue":"Kidney International","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Urine cytology; Medicine; Cystectomy; Urology; Pathology; Cystoscopy; Bladder cancer; Urinary bladder; Urinary system; Cancer; 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":[0.0001348915,0.000310991,0.0002256157,0.0006896243,0.0005037229,0.000417899,0.0003185078,0.0006537766,0.003848958],"category_scores_gemma":[0.0001354995,0.0001886778,0.0002369398,0.0004920484,0.0002511571,0.0002164834,0.0003598577,0.001061376,0.001373092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130713,"about_ca_system_score_gemma":0.0002545675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115782,"about_ca_topic_score_gemma":0.004211872,"domain_scores_codex":[0.9998187,0.00001727979,0.00001733105,0.00004753463,0.0000411221,0.00005809841],"domain_scores_gemma":[0.9997208,0.00006938817,0.00002936074,0.00002409873,0.000086896,0.0000695156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0002782817,0.00007486487,0.002118914,0.00007488143,0.00001784346,0.0006991199,0.0001224037,0.00007804987,0.992353,0.0003107914,0.0004436439,0.003428167],"study_design_scores_gemma":[0.00003628436,0.001059314,0.09389485,0.00005027074,0.0001064982,0.002028301,0.0007889777,0.001490235,0.8836803,0.0003914635,0.01645313,0.00002038764],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420063,0.002658612,0.01277387,0.0009019182,0.001339062,0.0001693833,0.003633923,0.0005368718,0.03598001],"genre_scores_gemma":[0.9050772,0.001709081,0.02813899,0.000662556,0.0003145303,0.00008580701,0.005699247,0.0001492792,0.05816337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003848958,"threshold_uncertainty_score":0.01287609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244696714814744,"score_gpt":0.2818104773332268,"score_spread":0.2693635101850794,"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."}}