{"id":"W4394801095","doi":"10.1097/01.ju.0001008744.60568.e8.07","title":"MP68-07 PROPORTION OF GLEASON 8-10 PROSTATE CANCER FOUND ON BIOPSY AND TUMOR AGGRESSIVENESS IN MATCHED COHORTS OF MEN IN ASIA AND WESTERN COUNTRIES","year":2024,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Medicine; Prostate biopsy; Biopsy; Cancer; Prostate; Oncology; Urology; Demography; Internal medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002457706,0.0001738582,0.0002533244,0.001100437,0.0003596526,0.0004972348,0.0003055691,0.0003778624,0.004849824],"category_scores_gemma":[0.00125874,0.0002974167,0.0003703088,0.0009986864,0.0001613272,0.0004785378,0.0006773294,0.0004343476,0.0009796227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558483,"about_ca_system_score_gemma":0.0002152692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008231421,"about_ca_topic_score_gemma":0.01000908,"domain_scores_codex":[0.9997979,0.00003415873,0.00001604634,0.000048058,0.0000542522,0.0000496385],"domain_scores_gemma":[0.9994147,0.00005950636,0.0002396408,0.00004591958,0.00009331189,0.0001469777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002146435,0.000016147,0.9926649,0.00002374905,0.00007123929,0.0001015504,0.00004981797,0.00005286507,0.0002455878,0.00006407266,0.002731772,0.003763651],"study_design_scores_gemma":[0.00001194743,0.00005842773,0.998082,0.00001741364,0.00002915279,0.0003795714,0.0001899076,0.00008662773,0.00006943079,0.00004057056,0.001028789,0.000006062133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858665,0.001004584,0.0001533472,0.0003059194,0.00005513694,0.00003550605,0.008511445,0.00002664393,0.004040866],"genre_scores_gemma":[0.990166,0.0008363122,0.0001062331,0.0001285732,0.00006825895,0.00004046693,0.006470062,0.00001445838,0.002169655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008231421,"threshold_uncertainty_score":0.01636702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587702530836168,"score_gpt":0.3291791232942077,"score_spread":0.3133020979858461,"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."}}