{"id":"W4407701227","doi":"10.1200/jco.2025.43.5_suppl.409","title":"Androgen receptor activity in biopsy specimens at initial diagnosis of prostate cancer and correlation with outcomes and treatment response.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Veracyte","keywords":"Medicine; Prostate cancer; Androgen receptor; Biopsy; Oncology; Prostate; Internal medicine; Correlation; Androgen; Cancer; Pathology; Hormone","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009892531,0.0002042191,0.0003800216,0.0008991632,0.0002632521,0.0006382698,0.0003371009,0.000317503,0.001338501],"category_scores_gemma":[0.001944229,0.0001797344,0.0003312114,0.001018252,0.0003127619,0.000234916,0.0004355924,0.0003570275,0.0004348949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817025,"about_ca_system_score_gemma":0.0002590234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206298,"about_ca_topic_score_gemma":0.005106205,"domain_scores_codex":[0.9993357,0.0001279352,0.00007580188,0.0002074035,0.0001805631,0.00007251479],"domain_scores_gemma":[0.998852,0.000227633,0.0005374988,0.00007692236,0.000162404,0.0001435018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004669967,0.00002346211,0.9918379,0.0000730965,0.0001676358,0.00007353279,0.00003748906,0.0001184341,0.002101274,0.00001686126,0.0005153134,0.004568133],"study_design_scores_gemma":[0.00001036896,0.00009747409,0.9975882,0.00001531728,0.00005884725,0.0006094493,0.00007606117,0.000267307,0.0005691655,0.00003320611,0.0006695298,0.000005133176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898751,0.003732601,0.0004897441,0.00009317131,0.00003225364,0.00003287423,0.004676848,0.00003490215,0.001032442],"genre_scores_gemma":[0.9951305,0.0003727366,0.0003274603,0.00005517983,0.0000160652,0.00002354903,0.003770524,0.00000765618,0.0002963401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00206298,"threshold_uncertainty_score":0.005231738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137055076016696,"score_gpt":0.4973171232969502,"score_spread":0.3836116156952806,"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."}}