{"id":"W4414623944","doi":"10.5489/cuaj.9430","title":"Poster Session 5: Interesting Cases","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Orchiectomy; Mesothelioma; Complication; Tunica vaginalis","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":[],"consensus_categories":[],"category_scores_codex":[0.0005002641,0.001551385,0.000683095,0.002713065,0.002487545,0.00188862,0.001304023,0.004807101,0.02502766],"category_scores_gemma":[0.002189339,0.0006489062,0.001257414,0.001580527,0.001036494,0.001818844,0.002274355,0.003088688,0.009864572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009006741,"about_ca_system_score_gemma":0.0004492497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005905221,"about_ca_topic_score_gemma":0.0009357285,"domain_scores_codex":[0.9993305,0.00007628017,0.00008293102,0.0001234519,0.000142159,0.0002447849],"domain_scores_gemma":[0.9992307,0.0001319023,0.0001175107,0.0001540992,0.00006775384,0.0002978705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000097654,0.00008995708,0.005572424,0.0002074346,0.00003347608,0.9582845,0.000329461,0.0002924851,0.002327923,0.002180056,0.01432159,0.01626303],"study_design_scores_gemma":[0.00002344112,0.00002945617,0.002001999,0.00007656344,0.00001646557,0.9750847,0.0001550838,0.0001495354,0.0006473192,0.00145988,0.02034153,0.00001396048],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5210899,0.03653611,0.02824754,0.02783693,0.01118482,0.001693702,0.004239483,0.001965665,0.3672059],"genre_scores_gemma":[0.9051334,0.01082453,0.009533718,0.006211807,0.016088,0.0004088817,0.001976032,0.000401228,0.04942231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02502766,"threshold_uncertainty_score":0.08372587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873332921917939,"score_gpt":0.2162412776529258,"score_spread":0.1775079484337464,"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."}}