{"id":"W4393902181","doi":"10.1016/j.euo.2024.03.010","title":"Multi-institutional Analysis of Metastasis-directed Therapy with or Without Androgen Deprivation Therapy in Oligometastatic Castration-sensitive Prostate Cancer","year":2024,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Movember Foundation","keywords":"Androgen deprivation therapy; Medicine; Prostate cancer; Oncology; Castration; Metastasis; Internal medicine; Cancer therapy; 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":[0.00132952,0.0002722976,0.0006205749,0.0007253821,0.0004208634,0.000958227,0.0004972019,0.0004071683,0.0009119914],"category_scores_gemma":[0.002988399,0.0001785127,0.001310722,0.001267287,0.0004036081,0.0004914824,0.0007580359,0.0004600655,0.00007961127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081681,"about_ca_system_score_gemma":0.001008067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006218655,"about_ca_topic_score_gemma":0.01205613,"domain_scores_codex":[0.9982849,0.0008936887,0.0001407175,0.0002551921,0.0001826786,0.0002429007],"domain_scores_gemma":[0.9972427,0.0008896484,0.001069808,0.0002091629,0.0001691614,0.0004195556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01230956,0.0003449944,0.9760749,0.00007535166,0.001397519,0.0001068764,0.00009797033,0.0007653108,0.001126793,0.00005711699,0.0002056534,0.007437981],"study_design_scores_gemma":[0.0001192351,0.001191618,0.997144,0.000007705995,0.0003491681,0.0001128023,0.0001924631,0.0004354041,0.0001826256,0.0000332261,0.0002203367,0.00001129235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989331,0.0005001557,0.00007492173,0.00002820262,0.000007301672,0.0000105723,0.000250629,0.00000267301,0.0001924823],"genre_scores_gemma":[0.9995086,0.00007151583,0.0000377495,0.00002041763,0.000009531206,0.000005624436,0.0002957294,0.000001928274,0.00004888499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006218655,"threshold_uncertainty_score":0.01236486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06196786233524793,"score_gpt":0.3735454185204336,"score_spread":0.3115775561851857,"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."}}