{"id":"W4411100018","doi":"10.5489/cuaj.9267","title":"Poster Session 9: Oncology - Kidney, Testes, Penile","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Medicine; Urology; Internal medicine; Oncology; Computer science; World Wide Web","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":[0.0009780159,0.0007495814,0.0008336453,0.001324182,0.000817514,0.001414237,0.0005465197,0.001167065,0.2150105],"category_scores_gemma":[0.001443519,0.0002000205,0.0006554193,0.0006919602,0.0003989768,0.001001756,0.001585126,0.001445837,0.06500534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109308,"about_ca_system_score_gemma":0.0007187431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005690207,"about_ca_topic_score_gemma":0.001054484,"domain_scores_codex":[0.9995298,0.0001101907,0.00003856758,0.00009280629,0.0001292745,0.00009930525],"domain_scores_gemma":[0.9991193,0.0001697165,0.000119408,0.00003576753,0.0002047277,0.0003510084],"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":[0.0006227414,0.0003823547,0.03081667,0.002057314,0.00006703962,0.003399263,0.0002432214,0.000176443,0.001862869,0.0008065029,0.6315822,0.3279834],"study_design_scores_gemma":[0.000116459,0.001065193,0.0682658,0.002899536,0.0001211544,0.03180301,0.0008044682,0.0002021177,0.001599142,0.001657677,0.8914012,0.00006412921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07935853,0.09477889,0.009969465,0.05112043,0.05652414,0.002409919,0.01391771,0.001839271,0.6900815],"genre_scores_gemma":[0.2265865,0.09630881,0.007029942,0.0194007,0.06513798,0.0008221872,0.009565216,0.0005382064,0.5746105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7849895,"threshold_uncertainty_score":0.7192819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180438987118386,"score_gpt":0.3131830317095302,"score_spread":0.2951391329976916,"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."}}