{"id":"W1948420521","doi":"10.1016/j.urolonc.2015.06.011","title":"Outcomes of squamous histology in bladder cancer: A population-based study","year":2015,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"University of California, San Diego; Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Medicine; Bladder cancer; Internal medicine; Hazard ratio; Cystectomy; Population; Cancer; Proportional hazards model; Histology; Oncology; Basal cell; Gastroenterology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002056074,0.0001581141,0.0005167104,0.0002150063,0.00005440062,0.000003756989,0.00006458206,0.0001566325,0.00007353802],"category_scores_gemma":[0.000198143,0.0001248613,0.00004095424,0.0002453185,0.0002108473,0.00004648506,0.00002123174,0.0001876709,0.000004285338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584543,"about_ca_system_score_gemma":0.0007332234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003459504,"about_ca_topic_score_gemma":0.001953569,"domain_scores_codex":[0.9988776,0.0001403879,0.000353071,0.0002773729,0.0001473177,0.0002042302],"domain_scores_gemma":[0.9992139,0.0001982192,0.0001390671,0.000172826,0.00007626747,0.0001996997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000196481,0.0009232839,0.9960452,0.00001147552,0.00005921551,0.00009687777,0.0007153631,0.0002198213,0.00001599567,0.0004790765,0.0004595306,0.0007777297],"study_design_scores_gemma":[0.005842256,0.005777997,0.9559442,0.00001565738,0.0004542464,0.000036225,0.0006430842,0.0003139188,0.00005005865,0.002692468,0.02808498,0.0001449218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921538,0.0009406409,0.000009333635,0.005175518,0.0001925941,0.0005856049,0.00001667196,0.00003213105,0.0008937453],"genre_scores_gemma":[0.993535,0.00002086812,0.004182911,0.001684881,0.00003468465,0.0001988649,0.00002947951,0.00001053793,0.0003027383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04010096,"threshold_uncertainty_score":0.5229757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05390703792996499,"score_gpt":0.3624586836176842,"score_spread":0.3085516456877192,"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."}}