{"id":"W1978143623","doi":"10.1097/00130404-200503000-00007","title":"Posttreatment Complications of Early-Stage Prostate Cancer Patients","year":2005,"lang":"en","type":"article","venue":"The Cancer Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Michener Institute; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Prostate brachytherapy; International Prostate Symptom Score; Stage (stratigraphy); Prostate; Urinary system; Radiation therapy; Urology; Surgery; Cancer; Lower urinary tract symptoms; Internal medicine","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":[0.0004000329,0.0001903405,0.0002939389,0.0004226811,0.0004795776,0.0005681753,0.0003041301,0.0003018539,0.00181912],"category_scores_gemma":[0.002543111,0.0001000871,0.0004515015,0.0005700812,0.000215182,0.0002582543,0.0003162047,0.0004560339,0.0001500085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392146,"about_ca_system_score_gemma":0.0004541219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327577,"about_ca_topic_score_gemma":0.003493013,"domain_scores_codex":[0.999453,0.0001536335,0.00006020632,0.00006349722,0.0001586305,0.000111082],"domain_scores_gemma":[0.9975968,0.0005385455,0.001287696,0.00006786014,0.000194629,0.0003144454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006553767,0.00009572608,0.9871194,0.00004611993,0.00007744708,0.0004659596,0.00009806917,0.0001127315,0.0002495078,0.00002049858,0.0002061786,0.01085304],"study_design_scores_gemma":[0.00003561004,0.0005728789,0.9949516,0.00001567243,0.00006256992,0.003315567,0.0001074021,0.0001437508,0.0002749078,0.00002555773,0.0004875746,0.000006843802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980135,0.001180909,0.0001345617,0.00003826566,0.000007799552,0.00001288594,0.0001494984,0.000005205005,0.0004571698],"genre_scores_gemma":[0.9992624,0.0001624133,0.00006849645,0.00004095847,0.00001793702,0.00001076191,0.0003016144,0.00000194511,0.0001334036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00181912,"threshold_uncertainty_score":0.006085634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843069713842932,"score_gpt":0.3255221243015163,"score_spread":0.297091427163087,"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."}}