{"id":"W4409135736","doi":"10.1055/a-2315-3978","title":"Antwort","year":2025,"lang":"de","type":"article","venue":"Aktuelle Urologie","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001097291,0.0005934818,0.0006794534,0.0005074433,0.0003838672,0.0001444867,0.00120965,0.00061857,0.001614226],"category_scores_gemma":[0.001219338,0.0006117741,0.0003245359,0.001787262,0.0006679037,0.0001656029,0.0009825977,0.0008825149,0.1334813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530747,"about_ca_system_score_gemma":0.0006721825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007784638,"about_ca_topic_score_gemma":0.00002262998,"domain_scores_codex":[0.9958533,0.0004668217,0.0006851854,0.00113726,0.000427747,0.001429652],"domain_scores_gemma":[0.9969997,0.0006436331,0.0002039301,0.001754111,0.0002073624,0.0001913008],"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":[0.0004887037,0.0006268001,0.05632124,0.0001041117,0.0009138465,0.0003877183,0.0001010524,0.0004781698,0.001895683,0.01559696,0.9141481,0.008937644],"study_design_scores_gemma":[0.001377045,0.0002835196,0.01862952,0.00006180882,0.0007309024,0.00000343621,0.00008402181,0.002701163,0.002122674,0.007988366,0.9654539,0.0005636213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.127719,0.2533095,0.001332368,0.02258208,0.02783092,0.002428447,0.0005501611,0.00334411,0.5609034],"genre_scores_gemma":[0.9676399,0.002769335,0.0004660158,0.005034084,0.0006445841,0.00005345183,0.00008637698,0.0001428486,0.02316336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8399209,"threshold_uncertainty_score":0.9996334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918806908873954,"score_gpt":0.2908091389261372,"score_spread":0.2716210698373976,"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."}}