{"id":"W3002252031","doi":"10.1097/ppo.0000000000000419","title":"Genomic Strategies to Personalize Use of Androgen Deprivation Therapy With Radiotherapy","year":2020,"lang":"en","type":"review","venue":"The Cancer Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Androgen deprivation therapy; Prostate cancer; Medicine; Radiation therapy; Oncology; Disease; Combination therapy; Internal medicine; Intensive care medicine; Bioinformatics; Cancer; Biology","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":[0.0006890876,0.0004891661,0.0009942411,0.001434588,0.0001295041,0.00067978,0.0006679628,0.0007199946,0.004480198],"category_scores_gemma":[0.001527748,0.0001574643,0.0008898116,0.0008054582,0.0002686618,0.0006352727,0.0004380009,0.001235064,0.001047331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171169,"about_ca_system_score_gemma":0.0007340354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009182391,"about_ca_topic_score_gemma":0.001943687,"domain_scores_codex":[0.9997638,0.00007675021,0.00003342101,0.000035864,0.00007296466,0.00001726097],"domain_scores_gemma":[0.9995537,0.0003192239,0.00005487652,0.00001137943,0.00004771203,0.00001306453],"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":[0.00007720598,0.00005345674,0.0002884381,0.0237123,0.0003187322,0.0001203636,0.00004052326,0.0005811786,0.00066953,0.003642185,0.0127342,0.9577619],"study_design_scores_gemma":[0.00009101508,0.0002112877,0.002839138,0.02054882,0.000966096,0.001705068,0.00009413716,0.0002952493,0.0007203309,0.005123213,0.9673735,0.00003219743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001749749,0.9982942,0.0002329703,0.00037737,0.00009651789,0.000009453292,0.00002927149,0.000007002749,0.0007782882],"genre_scores_gemma":[0.002447226,0.9962673,0.0004470099,0.0003424543,0.0001119186,0.00001492587,0.00006063516,0.0000021527,0.0003063756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004480198,"threshold_uncertainty_score":0.01498771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515289009552215,"score_gpt":0.4095360134796621,"score_spread":0.2580071125244406,"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."}}