{"id":"W3021595833","doi":"10.1097/ju.0000000000000883.06","title":"PD26-06 A SIGNIFICANT PROPORTION OF MEN WITH A HISTORY OF PROSTATE CANCER RECEIVING TESTOSTERONE THERAPY DO NOT RECEIVE APPROPRIATE PSA MONITORING","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Testosterone (patch); Prostate cancer screening; Population; Gynecology; Cancer; Prostate; Medical prescription; Prostate-specific antigen; Urology; Internal medicine; Oncology","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":[0.00088554,0.0001713079,0.0003380795,0.0003846597,0.0004323136,0.0006430526,0.0005754714,0.0001984438,0.01242885],"category_scores_gemma":[0.001910076,0.0001368764,0.0002479661,0.001313002,0.0003286197,0.0002025914,0.0003281097,0.0003079844,0.002453004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692005,"about_ca_system_score_gemma":0.002936201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04793482,"about_ca_topic_score_gemma":0.126165,"domain_scores_codex":[0.9989805,0.0001301006,0.00007129348,0.0001251778,0.0005558914,0.0001369936],"domain_scores_gemma":[0.9983424,0.0002244369,0.0006578899,0.0001020975,0.0003602687,0.0003128861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001612019,0.0002971452,0.8374341,0.0005705003,0.0001135506,0.000213252,0.0001334114,0.0002763636,0.00268184,0.0003013847,0.04332177,0.1130448],"study_design_scores_gemma":[0.0001913984,0.0005565425,0.9386114,0.0001002719,0.00004929304,0.000633856,0.0001020327,0.0003328811,0.000636025,0.00008354872,0.05869392,0.00000885706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8258374,0.008827382,0.001983473,0.002839479,0.0002116306,0.0004226069,0.05102671,0.0006969966,0.1081542],"genre_scores_gemma":[0.9589923,0.002463332,0.001570478,0.001206786,0.0001196277,0.0001527538,0.02114503,0.00006146271,0.01428825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04793482,"threshold_uncertainty_score":0.09531164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926709015866485,"score_gpt":0.2683929750982107,"score_spread":0.2291258849395458,"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."}}