{"id":"W4366987061","doi":"10.1002/pros.24542","title":"Time from biopsy to radical prostatectomy by race in an equal‐access healthcare system: Results from the SEARCH cohort","year":2023,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute","keywords":"Medicine; Prostatectomy; Veterans Affairs; Prostate cancer; Biopsy; Confidence interval; Cohort; Prostate biopsy; Population; Urology; Body mass index; Prostate-specific antigen; Cancer; Gynecology; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333843,0.0003194051,0.0005077975,0.001069136,0.000546733,0.001017054,0.0006495598,0.0004890528,0.002173791],"category_scores_gemma":[0.003208661,0.0004901091,0.001346646,0.001593413,0.0003035959,0.0007550037,0.001013068,0.0005512801,0.0003311003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005794954,"about_ca_system_score_gemma":0.0007046466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04488789,"about_ca_topic_score_gemma":0.05053676,"domain_scores_codex":[0.9990464,0.0001954346,0.0001121815,0.0002988252,0.0001361952,0.0002109345],"domain_scores_gemma":[0.9976888,0.0003567321,0.001020041,0.0002755679,0.0002327211,0.0004261299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002316293,0.0000243537,0.9987693,0.00001019365,0.0001399537,0.00003293487,0.0001235545,0.00002696413,0.00009168936,0.00001581944,0.0001580777,0.000375355],"study_design_scores_gemma":[0.00002068197,0.00007708276,0.9989724,0.00001032168,0.0001072216,0.00009588899,0.000325165,0.0001855088,0.00003360686,0.000012168,0.0001551611,0.000004914778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985442,0.0001681815,0.00005031963,0.00003202676,0.000005089023,0.000008728576,0.001045135,0.000002425031,0.000143768],"genre_scores_gemma":[0.9986305,0.00008183514,0.00004348424,0.00003410641,0.000009262242,0.00001305961,0.001042553,0.00000517703,0.0001399842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04488789,"threshold_uncertainty_score":0.08925325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167309127592281,"score_gpt":0.3483004163438992,"score_spread":0.3066273250679764,"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."}}