{"id":"W2334824567","doi":"10.1097/01.pat.0000454566.75199.43","title":"Mapping of urothelial carcinoma in radical cystectomy specimens","year":2014,"lang":"en","type":"article","venue":"Pathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Cystectomy; Ureter; Medicine; Lesion; Prostatic urethra; Pathology; Prostate; Urology; Urinary bladder; Carcinoma; Carcinoma in situ; Urethra; Cancer; Bladder 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":[0.0009062513,0.0002169251,0.000264801,0.002082748,0.0006064493,0.0007734823,0.0003788432,0.0005579931,0.002275378],"category_scores_gemma":[0.001340632,0.0002315592,0.0002489912,0.0006506274,0.0003636168,0.0005088508,0.0005096,0.0002538309,0.0006474896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000322175,"about_ca_system_score_gemma":0.0004002539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497165,"about_ca_topic_score_gemma":0.002743495,"domain_scores_codex":[0.9995924,0.00008749517,0.00004101317,0.00009873503,0.0001119856,0.00006844285],"domain_scores_gemma":[0.9993916,0.0002364485,0.00006448188,0.0001142954,0.0001418947,0.00005134368],"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":[0.001443184,0.00008582749,0.3399186,0.0005797813,0.000119506,0.00223774,0.001477557,0.001250439,0.5212204,0.0009117184,0.000818806,0.1299365],"study_design_scores_gemma":[0.00002194187,0.0005776848,0.5797632,0.00007748001,0.0001853926,0.01074314,0.001612928,0.004227384,0.3922538,0.0005572813,0.009949779,0.00002997274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773827,0.003951993,0.01110197,0.0001346982,0.00004196092,0.00006121019,0.0004944485,0.0003056233,0.006525476],"genre_scores_gemma":[0.9902583,0.0005167974,0.007127391,0.00003744924,0.00001029185,0.00002988629,0.000253205,0.00002416003,0.001742517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002497165,"threshold_uncertainty_score":0.007611871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827084800766902,"score_gpt":0.2658375556738612,"score_spread":0.2475667076661922,"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."}}