{"id":"W4414623976","doi":"10.5489/cuaj.9431","title":"Poster Session 7: Oncology – Bladder, Renal, Testes (Part 2)","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009734701,0.001759789,0.001267709,0.00102768,0.001140478,0.001850154,0.001047672,0.003649052,0.3477436],"category_scores_gemma":[0.0007392752,0.0004666085,0.00123326,0.0004439868,0.0003340365,0.001068201,0.002084104,0.002453385,0.1693691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112253,"about_ca_system_score_gemma":0.001391962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006019484,"about_ca_topic_score_gemma":0.002019253,"domain_scores_codex":[0.9995744,0.00008420108,0.000027367,0.0001071186,0.00007598747,0.0001309212],"domain_scores_gemma":[0.9989297,0.00007754952,0.00006391008,0.00003294717,0.0001792319,0.0007166603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001407993,0.0004832157,0.0008933706,0.0008744092,0.00003723386,0.0004328223,0.00004662188,0.0002748325,0.002112079,0.000653492,0.8910908,0.1016932],"study_design_scores_gemma":[0.0004846806,0.001333702,0.005518244,0.0006810048,0.00005263247,0.001629361,0.00006215417,0.0002817327,0.001301576,0.001582855,0.9870455,0.00002657681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02529926,0.04620808,0.0057941,0.05891903,0.1265433,0.007166008,0.01224573,0.002852264,0.7149722],"genre_scores_gemma":[0.03905303,0.02829193,0.003084992,0.01312197,0.1083087,0.002087706,0.008732957,0.0007062735,0.7966124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3477436,"threshold_uncertainty_score":0.9303646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840197267242174,"score_gpt":0.2854420362698654,"score_spread":0.2670400635974437,"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."}}