{"id":"W4396887599","doi":"10.1016/j.clgc.2024.102120","title":"Hydronephrosis as a Prognostic Factor in Primary Bladder Adenocarcinoma: Insights from a 15-Year Tertiary Center Experience","year":2024,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Hydronephrosis; Oncology; Adenocarcinoma; Bladder cancer; Center (category theory); Internal medicine; Urology; Cancer; Urinary system","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":[0.0007918865,0.0001570169,0.0003243725,0.0007860365,0.0006753641,0.0008453477,0.000319729,0.0002962651,0.001014775],"category_scores_gemma":[0.002235316,0.0001011672,0.000278097,0.001046585,0.0005011986,0.0006121201,0.0007343356,0.0002806173,0.0001427031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006451356,"about_ca_system_score_gemma":0.0009012278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008619943,"about_ca_topic_score_gemma":0.01223288,"domain_scores_codex":[0.9996638,0.00009307001,0.00003608326,0.00004998887,0.00005698688,0.00009999983],"domain_scores_gemma":[0.9987393,0.0003167929,0.0003108914,0.00005432847,0.000177774,0.000401003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007691652,0.0000435959,0.9956445,0.00001064755,0.00001469954,0.0009116318,0.0004826282,0.00003060511,0.00018654,0.00002786287,0.00006993277,0.002500536],"study_design_scores_gemma":[0.000003026379,0.0002077322,0.9948886,0.00001504204,0.00002330575,0.002637857,0.00168264,0.00009428698,0.0001202113,0.0000318061,0.00028839,0.000006961916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990907,0.0004247651,0.00002549694,0.00004743944,0.000003564159,0.000002866008,0.00005531579,0.000001030959,0.0003488951],"genre_scores_gemma":[0.9995253,0.0002633539,0.00002879956,0.00002345213,0.00001203961,0.000001125425,0.00007228424,6.42101e-7,0.00007306324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008619943,"threshold_uncertainty_score":0.01713949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491257203289088,"score_gpt":0.3677872979111405,"score_spread":0.3228747258782496,"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."}}