{"id":"W4395070926","doi":"10.1016/j.clgc.2024.102105","title":"Unmarried Status Effect on Stage at Presentation and Treatment Patterns in Non-Metastatic Upper Tract Urothelial Carcinoma Patients","year":2024,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Urothelial carcinoma; Oncology; Urothelial cancer; Presentation (obstetrics); Metastatic Urothelial Carcinoma; Internal medicine; Cancer; Bladder cancer; Surgery","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":[0.0002702173,0.0001347795,0.0002390305,0.0003175112,0.000330075,0.0006044101,0.0002088369,0.0002765302,0.004195077],"category_scores_gemma":[0.002336269,0.0001291652,0.000572309,0.0005003988,0.0001699414,0.000437101,0.0004246822,0.000509523,0.0002374457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312669,"about_ca_system_score_gemma":0.0002994067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004363412,"about_ca_topic_score_gemma":0.006203843,"domain_scores_codex":[0.9997941,0.00005441283,0.00001749539,0.00002809525,0.00001867644,0.00008726281],"domain_scores_gemma":[0.9990265,0.0002300656,0.0003635505,0.00003333101,0.00004465009,0.0003018597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007418948,0.00008554652,0.9956143,0.00001133795,0.00006983568,0.0001178877,0.000109339,0.00006459995,0.0001782019,0.00002846582,0.0001194239,0.002859249],"study_design_scores_gemma":[0.00001020925,0.0002107152,0.9988734,0.000007750296,0.00003320703,0.0001335302,0.0003482147,0.0001438605,0.00003577414,0.00003780157,0.0001617182,0.000003886623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988,0.0003248747,0.00001668319,0.00009196313,0.00001034033,0.000002386987,0.0001924547,0.000001512575,0.0005597691],"genre_scores_gemma":[0.9995463,0.00006978004,0.000006971435,0.00002236314,0.000006994756,8.245937e-7,0.00009775824,9.480829e-7,0.0002479226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004363412,"threshold_uncertainty_score":0.01403391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021238607358731,"score_gpt":0.3870917731023281,"score_spread":0.3468793870287408,"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."}}