{"id":"W4411099851","doi":"10.5489/cuaj.9248","title":"Podium Session 1: Endourology, BPH","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Computer science; Medicine; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004839944,0.0009450071,0.001078977,0.0007328927,0.001024429,0.001437053,0.0007553084,0.00109197,0.2712052],"category_scores_gemma":[0.001171975,0.0002787061,0.0006445849,0.0003381994,0.0002084591,0.0005453663,0.001399552,0.001621505,0.08033115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009046605,"about_ca_system_score_gemma":0.001086502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102365,"about_ca_topic_score_gemma":0.003435187,"domain_scores_codex":[0.9997554,0.0000358937,0.00002388007,0.00005167062,0.00006618662,0.00006705609],"domain_scores_gemma":[0.9990128,0.00005664519,0.00006919621,0.00004128141,0.0002137943,0.0006062173],"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":[0.0008958993,0.0006615641,0.007647563,0.001401616,0.00006676601,0.001379253,0.00009176694,0.0002574252,0.002127354,0.0003055957,0.7232966,0.2618687],"study_design_scores_gemma":[0.000366248,0.001227575,0.05175027,0.000672464,0.00005865234,0.00686441,0.0001154049,0.0005200676,0.001494978,0.0005984764,0.93629,0.00004140892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08927412,0.06186265,0.008969877,0.03278347,0.08209495,0.004154942,0.01437658,0.007846901,0.6986365],"genre_scores_gemma":[0.1616544,0.02941557,0.006176578,0.008449357,0.03570724,0.0007721724,0.006753071,0.0008118575,0.7502598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7287948,"threshold_uncertainty_score":0.9072719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640908990805479,"score_gpt":0.3369106377539617,"score_spread":0.3105015478459069,"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."}}