{"id":"W4402316935","doi":"10.5489/cuaj.8980","title":"NS-AUA 2024 Annual Meeting Abstracts – Oncology – Prostate","year":2024,"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":"Astellas Pharma; Pfizer","keywords":"Medicine; Prostate; Prostate cancer; Oncology; Medical physics; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.00103812,0.0008066695,0.0005194472,0.0008034119,0.0004792938,0.001607336,0.0006850711,0.001484859,0.2330678],"category_scores_gemma":[0.0009174166,0.0002476436,0.0004248648,0.0006724118,0.0003963484,0.0005547056,0.001084196,0.001401333,0.1483109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170229,"about_ca_system_score_gemma":0.001423038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476404,"about_ca_topic_score_gemma":0.003282184,"domain_scores_codex":[0.9993808,0.0001469064,0.00006242077,0.0001032016,0.0002003797,0.0001061735],"domain_scores_gemma":[0.9988502,0.00009392844,0.0001170534,0.00004461692,0.0004059588,0.0004882184],"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":[0.0005436709,0.000191147,0.003191614,0.0005949817,0.00004564289,0.00034915,0.00002973738,0.0002543076,0.00323326,0.0009246063,0.7079823,0.2826596],"study_design_scores_gemma":[0.00007952841,0.0002247846,0.007938466,0.000262259,0.00001358035,0.0006159197,0.00002007218,0.0001457582,0.0004998051,0.0003178771,0.9898719,0.00001003701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02382495,0.04169125,0.003650802,0.02504493,0.01915582,0.0008269939,0.01037584,0.001776635,0.8736526],"genre_scores_gemma":[0.05184299,0.02874222,0.002591638,0.005920238,0.01484026,0.0004817204,0.01274624,0.0005550329,0.8822796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2330678,"threshold_uncertainty_score":0.7796894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193238215394723,"score_gpt":0.3067412186440065,"score_spread":0.2874173971045342,"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."}}