{"id":"W4298120167","doi":"10.1016/j.ucl.2022.07.002","title":"Testosterone Therapy and Prostate Cancer","year":2022,"lang":"en","type":"review","venue":"Urologic Clinics of North America","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Contraindication; Prostate cancer; Testosterone (patch); Cancer; Intensive care medicine; Prostate; Gynecology; Disease; Alternative medicine; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001824537,0.0003196916,0.002227155,0.00009842186,0.00008980447,0.000003164012,0.0001286131,0.00007630858,0.0001663051],"category_scores_gemma":[0.0002803009,0.0001905924,0.0003137361,0.0003274096,0.0005080961,0.00001490553,0.000231109,0.0005819987,0.00000756443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002313869,"about_ca_system_score_gemma":0.0002315797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004123361,"about_ca_topic_score_gemma":0.000005217879,"domain_scores_codex":[0.998206,0.000119605,0.0006398553,0.0005788368,0.0002282007,0.0002274668],"domain_scores_gemma":[0.9983914,0.0004156014,0.0006640797,0.000374348,0.00007367463,0.00008091698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001071517,0.0001680627,0.009889125,0.001817762,0.0004775858,0.00002836939,0.00009778269,6.753267e-7,2.789947e-8,6.213233e-7,0.000251822,0.987161],"study_design_scores_gemma":[0.0002788437,0.00252179,0.005890177,0.0002445982,0.0006287745,0.00002390992,0.00002597419,5.656477e-7,1.930693e-8,0.00001226186,0.9902002,0.0001728437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00262862,0.9952563,2.940626e-7,0.000335125,0.0001799799,0.0009862817,0.0001660637,0.00003160092,0.0004157303],"genre_scores_gemma":[0.00009425369,0.9981968,0.0001253718,0.0004493702,0.000183451,0.0002760154,0.0001061547,0.00003151838,0.0005371109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9899484,"threshold_uncertainty_score":0.7772132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275707862718139,"score_gpt":0.384575582464611,"score_spread":0.2570047961927971,"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."}}