{"id":"W4385254599","doi":"10.4081/aiua.2023.11533","title":"Primary Bladder Sarcoma: A multi-institutional experience from the Rare Cancer Network","year":2023,"lang":"en","type":"article","venue":"Archivio Italiano di Urologia e Andrologia","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sarcoma; Cancer; Chemotherapy; Radiation therapy; Stage (stratigraphy); Surgery; Internal medicine; Pathology","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":[0.0007775335,0.0002035088,0.0002189916,0.000610405,0.0007488075,0.0007335834,0.0003073968,0.0003289823,0.001348614],"category_scores_gemma":[0.002509159,0.000187627,0.0002333789,0.001034541,0.0004257993,0.0006011314,0.001342382,0.0003461678,0.0002050517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006506621,"about_ca_system_score_gemma":0.001024381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003484073,"about_ca_topic_score_gemma":0.007216358,"domain_scores_codex":[0.9991447,0.0002970279,0.00009055255,0.0001120191,0.0001480275,0.0002076843],"domain_scores_gemma":[0.9983419,0.0003050201,0.0006367582,0.000112287,0.0001190936,0.0004849004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006741961,0.00007672046,0.9862178,0.00003865824,0.00002563464,0.003742025,0.0009523563,0.00007503148,0.0003320549,0.00006228413,0.0005590861,0.007850876],"study_design_scores_gemma":[0.00001908812,0.0004572356,0.957787,0.00008962984,0.0000445267,0.03380578,0.004223186,0.0004197156,0.0003481115,0.0001283037,0.002656223,0.00002124573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986489,0.0003938046,0.0001403016,0.0001331053,0.000006223865,0.0000153636,0.0001426406,0.000005480309,0.0005141336],"genre_scores_gemma":[0.9990997,0.0003675452,0.0001429773,0.00007103349,0.00001104008,0.00001127002,0.0001925029,0.000002826518,0.0001010225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003484073,"threshold_uncertainty_score":0.006927609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544241771215186,"score_gpt":0.3031707277525138,"score_spread":0.257728310040362,"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."}}