{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001982825,0.0002782221,0.001034163,0.0001298984,0.000117397,0.0001202653,0.0002575544,0.0000832662,0.0003055442],"category_scores_gemma":[0.000008107615,0.00012341,0.000280687,0.0003609592,0.0001028229,0.0001006335,0.00002271033,0.0005334668,0.000004999692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005387969,"about_ca_system_score_gemma":0.003228645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005521558,"about_ca_topic_score_gemma":0.000005738601,"domain_scores_codex":[0.9986449,0.0001500897,0.0003480929,0.0002177896,0.0003896194,0.0002495096],"domain_scores_gemma":[0.9990084,0.00007788891,0.0003025087,0.0002582295,0.0001582709,0.0001947068],"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":[0.001039472,0.00003538824,0.0002094263,0.001111211,0.002089372,0.00008128281,0.001060635,0.0000204876,0.00009281965,0.00001651988,0.001680327,0.9925631],"study_design_scores_gemma":[0.001302278,0.0007561239,0.0001330469,0.003880518,0.000517533,0.000521311,0.0001069852,0.000004737031,0.00004551101,0.0000163147,0.9925761,0.0001396043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001646335,0.9953994,0.0002008685,0.001423794,0.00007447958,0.00115694,0.00004587637,0.00001206996,0.00004022324],"genre_scores_gemma":[0.00007697842,0.9981411,0.0003909309,0.000279395,0.0006802095,0.00007233293,0.00001755281,0.00006684669,0.0002746802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9924235,"threshold_uncertainty_score":0.5727478,"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."}}