{"id":"W2606921055","doi":"10.3233/blc-160086","title":"Impact of the Level of Urothelial Carcinoma Involvement of the Prostate on Survival after Radical Cystectomy","year":2017,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"European Association of Urology","keywords":"Medicine; Urology; Cystectomy; Stromal cell; Prostate; Lamina propria; Lymphovascular invasion; Carcinoma in situ; Carcinoma; Prostatic urethra; Internal medicine; Oncology; Cancer; Bladder cancer; Pathology; Metastasis; Epithelium","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":[0.000129183,0.0002120149,0.0004388744,0.0000389546,0.0001072534,0.00001009527,0.0003792648,0.00008111273,0.0004012109],"category_scores_gemma":[0.00004977813,0.0001012523,0.0004524481,0.00008928346,0.000512641,0.0000479899,0.0001465552,0.000174116,0.000002558118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650556,"about_ca_system_score_gemma":0.0008987382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008307625,"about_ca_topic_score_gemma":0.0007145537,"domain_scores_codex":[0.998461,0.0000771758,0.0003600516,0.0002369654,0.000616306,0.0002484727],"domain_scores_gemma":[0.9981999,0.00002924591,0.0003871788,0.00114431,0.0001589045,0.00008048677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002202534,0.0003996741,0.9825138,0.0001757526,0.0006425876,0.000005078884,0.001035089,0.00001358514,0.009918981,0.00004228665,0.0007248528,0.002325757],"study_design_scores_gemma":[0.004649842,0.0005615363,0.917801,0.0003583507,0.0002783899,0.000003093989,0.00003676511,0.000009234641,0.07577325,0.00004968405,0.0003905364,0.00008832016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943745,0.0003819069,0.000004273546,0.000748353,0.0005661772,0.001048823,0.0008968019,0.000005437764,0.001973694],"genre_scores_gemma":[0.9981208,0.00004436457,0.00001682074,0.00016106,0.0001929141,0.0001291396,0.00000187747,0.00003112868,0.001301902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06585427,"threshold_uncertainty_score":0.9982961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0703343992348148,"score_gpt":0.3408266273139776,"score_spread":0.2704922280791628,"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."}}