{"id":"W2988303568","doi":"10.1111/jvim.15656","title":"Lower urinary tract transitional cell carcinoma in cats: Clinical findings, treatments, and outcomes in 118 cases","year":2019,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Ottawa Hospital","funders":"National Cancer Institute","keywords":"Medicine; CATS; Cystectomy; Hazard ratio; Urinary system; Urology; Internal medicine; Confidence interval; Gastroenterology; Surgery; Bladder cancer; Cancer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001541604,0.0004589416,0.001526912,0.000963774,0.00003535129,0.00001705025,0.0003288615,0.0002089137,0.001111197],"category_scores_gemma":[0.0002145061,0.0003364828,0.000321243,0.0002323945,0.0002216274,0.0005414095,0.0001003807,0.001034003,0.00003408976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150824,"about_ca_system_score_gemma":0.0001153823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003290433,"about_ca_topic_score_gemma":0.000005187886,"domain_scores_codex":[0.9957917,0.0004451708,0.002212249,0.0004476601,0.000610423,0.0004927476],"domain_scores_gemma":[0.9974176,0.001358688,0.0004911089,0.0003087301,0.00009750317,0.0003263329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008509073,0.002493655,0.7057953,0.0001706513,0.00008073686,0.2746465,0.001060965,0.000003738097,0.005509961,0.000004372293,0.0004880895,0.001236963],"study_design_scores_gemma":[0.00774078,0.0555363,0.7467272,0.001153299,0.00006984436,0.1854924,0.001007719,0.00008375603,0.0000104516,0.0000304052,0.001890677,0.000257217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927646,0.001693709,0.00001041366,0.001408533,0.002414997,0.000290482,0.00002086535,0.00001289542,0.00138349],"genre_scores_gemma":[0.9975101,0.0005552501,0.0001549935,0.0006470136,0.0005190573,0.000008838219,0.000009671465,0.00004664491,0.0005484113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08915415,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09908969944094473,"score_gpt":0.3920883239682204,"score_spread":0.2929986245272757,"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."}}