{"id":"W3197566640","doi":"10.1007/s42399-021-01052-6","title":"Survivin and Caspase-3 Cannot Predict Recurrence for Urinary Bladder Carcinoma","year":2021,"lang":"en","type":"article","venue":"SN Comprehensive Clinical Medicine","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; NOSM University","funders":"","keywords":"Survivin; Medicine; Cystoscopy; Bladder cancer; Immunohistochemistry; Cancer; Oncology; Urinary system; Urology; Internal medicine; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.0003033148,0.0003368571,0.001060361,0.00008428859,0.0001416775,0.00001127002,0.0001064319,0.0002106226,0.0004159885],"category_scores_gemma":[0.001405903,0.0002607233,0.000196691,0.0002606354,0.0006454898,0.000055998,0.0001284632,0.0004394791,0.0000173568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005648664,"about_ca_system_score_gemma":0.0005090161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818777,"about_ca_topic_score_gemma":0.00004739511,"domain_scores_codex":[0.9972613,0.000220726,0.0008449032,0.0008421084,0.0003808713,0.0004500942],"domain_scores_gemma":[0.9957884,0.001919155,0.0001518813,0.000608708,0.0009144614,0.000617426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003971992,0.002185603,0.7574202,0.001224709,0.001651752,0.002720169,0.0008967033,0.000001607825,0.001798199,0.000623684,0.1393169,0.08818845],"study_design_scores_gemma":[0.01706946,0.008718964,0.8786221,0.0007412339,0.001261945,0.001054056,0.0007568889,0.0002542346,0.0006035989,0.0008326891,0.08972399,0.0003608851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551905,0.01657487,0.0005285337,0.01894448,0.002885743,0.001564618,0.0002520106,0.0001145481,0.003944691],"genre_scores_gemma":[0.9859672,0.001840722,0.001119343,0.006548951,0.002135815,0.0001181662,0.000272872,0.00005280517,0.001944138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1212018,"threshold_uncertainty_score":0.9999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178361488161834,"score_gpt":0.4033747576702923,"score_spread":0.2855386088541089,"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."}}