{"id":"W4313418259","doi":"10.1089/andro.2021.0035","title":"Testosterone Therapy in Advanced Prostate Cancer","year":2022,"lang":"en","type":"article","venue":"Androgens Clinical Research and Therapeutics","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Prostate cancer; Testosterone (patch); Medicine; Androgen deprivation therapy; Vasomotor; Adverse effect; Hormone therapy; Internal medicine; Castration; Oncology; Urology; Gynecology; Cancer; Hormone; Breast cancer","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":[0.001599919,0.00009762572,0.0003060863,0.0001072403,0.000288039,0.0000102248,0.00007775409,0.00003888317,0.00007355181],"category_scores_gemma":[0.00009351953,0.00006884339,0.00005646609,0.0004265173,0.0004276512,0.00002877094,0.0001904394,0.000826667,0.00000538892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004532431,"about_ca_system_score_gemma":0.0001599551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005243492,"about_ca_topic_score_gemma":0.00003771015,"domain_scores_codex":[0.9981939,0.0002507236,0.0003018473,0.0003934422,0.0004654399,0.0003946326],"domain_scores_gemma":[0.9990506,0.0003877206,0.00003323955,0.0002147402,0.0001891749,0.000124581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002781785,0.0008861526,0.6008863,0.00001543671,0.0001911999,0.00008064591,0.0006715697,0.000002484738,0.002983631,0.0001384793,0.00009248767,0.3912699],"study_design_scores_gemma":[0.006979095,0.01311668,0.7363923,0.00004270167,0.00002514473,0.00003664459,0.003383295,0.00006715782,0.001722113,0.005343189,0.232665,0.0002267462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674129,0.02378388,3.484492e-7,0.007501903,0.00009019877,0.0005490427,0.00001723843,0.00001506842,0.0006293635],"genre_scores_gemma":[0.9354418,0.06167696,0.0000420161,0.0007852706,0.0001097438,0.0001765702,0.000005257326,0.00001607289,0.001746298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3910431,"threshold_uncertainty_score":0.3591503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2846016123963734,"score_gpt":0.5136264453614184,"score_spread":0.2290248329650451,"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."}}