{"id":"W4392807621","doi":"10.1016/j.urolonc.2024.01.079","title":"LONGITUDINAL CHANGES IN PATIENT-REPORTED OUTCOMES (PROs) IN PATIENTS WITH HIGH-RISK BIOCHEMICALLY RECURRENT (BCR) NONMETASTATIC CASTRATION-SENSITIVE PROSTATE CANCER (NMCSPC) FROM THE EMBARK STUDY","year":2024,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Prostate cancer; Medicine; Castration; Oncology; Biochemical recurrence; Gynecology; Internal medicine; Cancer; Urology; Prostatectomy; 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":[0.00230348,0.0004803169,0.0004965454,0.0005529067,0.0003674142,0.001049843,0.0005837518,0.0006307933,0.001520861],"category_scores_gemma":[0.00351378,0.0002762169,0.0009522221,0.00113807,0.0002208132,0.00114961,0.001169135,0.001381165,0.0004312893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447929,"about_ca_system_score_gemma":0.0005185542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005787993,"about_ca_topic_score_gemma":0.007793497,"domain_scores_codex":[0.9991472,0.000291049,0.0001040248,0.0001551274,0.0001339205,0.0001687631],"domain_scores_gemma":[0.997554,0.0003289083,0.001003963,0.000252113,0.0003767631,0.0004842215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003784019,0.0001654266,0.9913871,0.00005454263,0.0006688827,0.00007803237,0.0001021395,0.0001300861,0.0001504221,0.00004308128,0.0006263589,0.002809891],"study_design_scores_gemma":[0.00006878051,0.0003102063,0.9986513,0.00001052161,0.0002399611,0.00005904913,0.0001057792,0.00008007172,0.00004835682,0.00002190783,0.0003953186,0.00000865674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950842,0.000617684,0.00006455786,0.0001196224,0.00001954252,0.00001205455,0.003510483,0.000006025411,0.0005657285],"genre_scores_gemma":[0.9921781,0.0002457323,0.00007264352,0.00008010089,0.00003416214,0.0000296009,0.00681224,0.000004697749,0.00054262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005787993,"threshold_uncertainty_score":0.01218212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612747012943307,"score_gpt":0.3233483831369147,"score_spread":0.2972209130074816,"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."}}