{"id":"W4402906432","doi":"10.1016/j.ijrobp.2024.07.023","title":"Patient-Reported Functional Decline Following Active Surveillance (AS), Radical Prostatectomy (RP), External Beam Radiation without Androgen Deprivation Therapy (EBRT w/o ADT), or Low-Dose-Rate Brachytherapy (LDR-BR) for Favorable-Risk Prostate Cancer","year":2024,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Androgen deprivation therapy; External beam radiation; Brachytherapy; Urology; Prostatectomy; Medicine; Prostate cancer; External beam radiotherapy; Radiation therapy; Nuclear medicine; Internal medicine; Cancer","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":[0.0007796658,0.0003143522,0.0005136115,0.0006990673,0.0004883889,0.0005270869,0.0004325626,0.0006243343,0.001773996],"category_scores_gemma":[0.002579036,0.0000925852,0.0009927625,0.0006456151,0.0003013107,0.0006114673,0.0005497576,0.0009807373,0.0002386065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005047144,"about_ca_system_score_gemma":0.0004321878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005506761,"about_ca_topic_score_gemma":0.009697105,"domain_scores_codex":[0.9996241,0.00009196153,0.00004395127,0.0000625217,0.00007037245,0.0001069456],"domain_scores_gemma":[0.9979621,0.0003523779,0.0006131843,0.00005725023,0.000208495,0.000806573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001551051,0.0003623526,0.9908921,0.00006055341,0.0003316144,0.0001843132,0.0001256251,0.0004277341,0.0001748377,0.00003127984,0.0003893598,0.005469204],"study_design_scores_gemma":[0.00003050989,0.001029216,0.9977198,0.00001103322,0.0001094692,0.0002406999,0.0001154403,0.0003485414,0.00004915594,0.00003958679,0.0002956692,0.00001081942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967923,0.000472546,0.00005234732,0.00007528739,0.00002437494,0.00002083027,0.0009482803,0.000008866932,0.001605207],"genre_scores_gemma":[0.9988637,0.00009467283,0.00001951122,0.00003299313,0.00001287816,0.00001093861,0.0006633856,9.807728e-7,0.0003009899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005506761,"threshold_uncertainty_score":0.01094937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742524049999932,"score_gpt":0.3665077775663266,"score_spread":0.3390825370663273,"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."}}