{"id":"W4387340449","doi":"10.5489/cuaj.8578","title":"NS-AUA 2023 Annual Meeting Abstracts – Oncology – Prostate","year":2023,"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":"Medicine; Prostate cancer; Oncology; Internal medicine; Prostate; Medical physics; Cancer","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":[0.0009983634,0.001040305,0.000625965,0.001357913,0.0006174607,0.002012218,0.0008922801,0.00217545,0.5289053],"category_scores_gemma":[0.00161029,0.0003829694,0.000612109,0.001039117,0.0003336056,0.000833571,0.001770933,0.001674986,0.4125711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149693,"about_ca_system_score_gemma":0.001814016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001997452,"about_ca_topic_score_gemma":0.004552653,"domain_scores_codex":[0.9992148,0.0001692076,0.00008313474,0.0001293877,0.0002513521,0.0001520985],"domain_scores_gemma":[0.9980612,0.0001696878,0.0001398823,0.00007124445,0.0007603058,0.0007976261],"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":[0.000226702,0.0001470388,0.002062568,0.0005870978,0.0000303027,0.0002651507,0.00002725661,0.0001564876,0.001167503,0.0006860875,0.7819119,0.2127319],"study_design_scores_gemma":[0.00003148336,0.00008309472,0.004331986,0.0003275065,0.000007134921,0.000371348,0.00002254349,0.00008008291,0.000182509,0.0002595691,0.9942957,0.000006979712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007867835,0.03106269,0.002218868,0.02219227,0.0293808,0.0006172456,0.01189595,0.001208239,0.8935562],"genre_scores_gemma":[0.01832345,0.02259182,0.001383665,0.004821101,0.0125549,0.0003785253,0.00876491,0.0005192867,0.9306623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5289053,"threshold_uncertainty_score":0.6719594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658744830705844,"score_gpt":0.3107900922945003,"score_spread":0.2842026439874418,"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."}}