{"id":"W2944552159","doi":"10.21037/tcr.2019.04.12","title":"Androgen deprivation therapy and Gleason grade: unravelling implications on survival","year":2019,"lang":"en","type":"letter","venue":"Translational Cancer Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Androgen deprivation therapy; Prostate cancer; Medicine; Randomized controlled trial; Radiation therapy; Oncology; Meta-analysis; Internal medicine; Adverse effect; Androgen; Overall survival; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005079158,0.0003703116,0.001387578,0.0009007431,0.0005931508,0.001173724,0.0007806717,0.00601798,0.004058177],"category_scores_gemma":[0.03093818,0.0002625165,0.001257222,0.00156755,0.0008506086,0.001411685,0.0004992295,0.005343342,0.001070153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017313,"about_ca_system_score_gemma":0.001694444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004160862,"about_ca_topic_score_gemma":0.007336191,"domain_scores_codex":[0.9968196,0.002011651,0.0002390342,0.0003421618,0.0004305108,0.0001569242],"domain_scores_gemma":[0.9613262,0.03246048,0.002210101,0.0006707839,0.002670086,0.0006622146],"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":[0.007258658,0.0001617822,0.07874449,0.004619048,0.002345893,0.002632856,0.0003314419,0.001273097,0.001671499,0.008523467,0.500054,0.3923838],"study_design_scores_gemma":[0.007034935,0.002555327,0.1388142,0.01122524,0.009560191,0.008609717,0.001287525,0.01358417,0.002810054,0.1233654,0.6807263,0.0004268363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01395208,0.1289063,0.0007476503,0.845202,0.007273232,0.00002163926,0.0005903795,0.00002738871,0.003279367],"genre_scores_gemma":[0.2297991,0.1232311,0.001613892,0.5325539,0.1087108,0.0001101805,0.0004611153,0.00003429151,0.003485778],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00601798,"threshold_uncertainty_score":0.02686149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2834105239528273,"score_gpt":0.4523458679723359,"score_spread":0.1689353440195085,"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."}}