{"id":"W3038464790","doi":"10.1111/and.13731","title":"The relationship between pre‐radiation therapy testosterone levels and prostate cancer aggressiveness","year":2020,"lang":"en","type":"article","venue":"Andrologia","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Testosterone (patch); Urology; Prostatectomy; Radiation therapy; Prostate-specific antigen; Univariate analysis; Body mass index; Prostate; Oncology; Multivariate analysis; Internal medicine; Gynecology; 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":[0.0001121936,0.00007449478,0.000135899,0.00001069215,0.0002334106,0.0000119503,0.00003152349,0.00003793378,0.000003815569],"category_scores_gemma":[0.0002767909,0.00003868981,0.00001855182,0.00009404414,0.0001337599,0.00004356644,0.00002633433,0.0001219508,0.000004751237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008940371,"about_ca_system_score_gemma":0.0000293245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001632647,"about_ca_topic_score_gemma":0.000003036952,"domain_scores_codex":[0.9994755,0.00004014335,0.0001063618,0.0001781002,0.00008822424,0.0001117157],"domain_scores_gemma":[0.9995337,0.000226068,0.00006051276,0.00007894232,0.00005294493,0.00004782512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001720698,0.00000635588,0.9558246,0.00001379167,0.0000573809,0.000002960272,0.001224947,0.000001709308,0.0005641269,0.0000433762,0.0002016116,0.04188703],"study_design_scores_gemma":[0.0005684175,0.0003691742,0.9944133,0.00001561684,0.00002864766,0.00000240573,0.00006697667,0.000006099525,0.00086936,0.0003927908,0.003217062,0.00005022018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954249,0.01582529,0.000008555718,0.02941557,0.00003788234,0.0003111163,0.00001233845,0.00002757251,0.0001127089],"genre_scores_gemma":[0.9974973,0.001445103,0.00001271408,0.0004154906,0.0002956045,0.00004476852,0.000006003529,0.000006456165,0.0002765385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04324835,"threshold_uncertainty_score":0.1795229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032595527324541,"score_gpt":0.3362401118521345,"score_spread":0.2329805591196804,"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."}}