{"id":"W2002288165","doi":"10.1016/j.eururo.2014.08.033","title":"Androgen Deprivation Therapy in Prostate Cancer: Looking Beyond Prostate-specific Antigen and Testosterone Levels","year":2014,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Androgen deprivation therapy; Testosterone (patch); Prostate; Oncology; Urology; Androgen; Internal medicine; Gynecology; Cancer; Hormone","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005595753,0.000465009,0.0006772584,0.0004675209,0.0001134943,0.00006693216,0.0002020249,0.0002727143,0.0001231416],"category_scores_gemma":[0.00002941097,0.0003746141,0.00006916037,0.0002462484,0.0003148136,0.00008794205,0.0001452279,0.001500479,0.0000886328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384937,"about_ca_system_score_gemma":0.0001487098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005572995,"about_ca_topic_score_gemma":0.00001175298,"domain_scores_codex":[0.9968419,0.0005987362,0.0005021908,0.0009221236,0.0003388344,0.0007962141],"domain_scores_gemma":[0.9988865,0.0001345339,0.0002290635,0.0005076667,0.0001279431,0.0001142375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003018796,0.0002098267,0.384326,0.0005894724,0.0005433351,0.01388258,0.00353806,0.00002032643,0.01600235,0.00001321748,0.3891033,0.1887527],"study_design_scores_gemma":[0.005357411,0.001670905,0.106001,0.0001294705,0.00003744907,0.0002078941,0.00001133941,0.00002201736,0.0007346587,0.00006745614,0.885399,0.0003614337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6475495,0.01882308,0.00001058442,0.3277218,0.0002977735,0.002152654,0.0000950465,0.0001105031,0.003239051],"genre_scores_gemma":[0.5262204,0.03386843,0.0001945136,0.4284791,0.003479364,0.000239908,0.001677906,0.0004692418,0.005371166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4962956,"threshold_uncertainty_score":0.9998706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367162678622694,"score_gpt":0.2907806957330418,"score_spread":0.2471090689468148,"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."}}