{"id":"W3021416168","doi":"10.1097/ju.0000000000000883.08","title":"PD26-08 POPULATION BASED EVALUATION OF LABORATORY MONITORING AFTER PRESCRIPTION FOR TESTOSTERONE THERAPY","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; Testosterone (patch); Medical prescription; Hematocrit; Population; Internal medicine; Prostate-specific antigen; Guideline; Testosterone replacement; Gynecology; Urology; Prostate; Androgen; Hormone; Pharmacology; Pathology; Cancer","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":[0.001560072,0.0003486499,0.0005025027,0.001666889,0.0006886241,0.0008557257,0.001029117,0.0004075489,0.002238007],"category_scores_gemma":[0.004365554,0.0002934128,0.0005132635,0.003688626,0.0003384237,0.0003389901,0.0005113805,0.0003947009,0.0007146441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004379516,"about_ca_system_score_gemma":0.004851592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.32735,"about_ca_topic_score_gemma":0.3630663,"domain_scores_codex":[0.9975671,0.0003931618,0.0003042206,0.0004080263,0.00109659,0.0002309885],"domain_scores_gemma":[0.9942391,0.0002946661,0.002776806,0.0001737852,0.001979788,0.0005357492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001416581,0.00005378065,0.9937342,0.00007446542,0.00004710417,0.00003413785,0.00006419034,0.00005954803,0.00009997635,0.00001595103,0.003108343,0.002566731],"study_design_scores_gemma":[0.00002054268,0.00007546479,0.9984819,0.00001412816,0.00001514959,0.00006521773,0.00004382433,0.00009404311,0.00004482006,0.000004034544,0.001137639,0.000003252047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720792,0.001563135,0.001289723,0.0005195702,0.0000637565,0.001345236,0.1072569,0.0002656972,0.0156169],"genre_scores_gemma":[0.9688767,0.000471515,0.001340347,0.0002313669,0.00005211138,0.0005661029,0.02628421,0.00002085934,0.002156701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.32735,"threshold_uncertainty_score":0.6508892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06841871604417749,"score_gpt":0.3409060414665065,"score_spread":0.272487325422329,"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."}}