{"id":"W2102636409","doi":"10.3747/co.v17i0.704","title":"Radiation Therapy in Prostate Cancer: A Risk-Adapted Strategy","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Radiation therapy; Prostatectomy; External beam radiotherapy; Context (archaeology); Androgen deprivation therapy; Oncology; Modalities; Stage (stratigraphy); Disease; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001676595,0.0006335358,0.0006071462,0.001167565,0.0003322972,0.001161522,0.001033893,0.001067357,0.001383752],"category_scores_gemma":[0.001995405,0.0001918594,0.0006315422,0.000463786,0.001049485,0.0009701502,0.001463459,0.0021379,0.0005140489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073256,"about_ca_system_score_gemma":0.00115954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005907881,"about_ca_topic_score_gemma":0.001300004,"domain_scores_codex":[0.9993748,0.0003197938,0.00003616355,0.000071964,0.0001642831,0.00003300651],"domain_scores_gemma":[0.9996582,0.0001636581,0.00004558012,0.00003331248,0.00005552602,0.00004376375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001592668,0.0003383516,0.004897597,0.00137575,0.0003133774,0.001063077,0.0003574455,0.01221051,0.003186301,0.07302719,0.01848219,0.8845889],"study_design_scores_gemma":[0.0002954661,0.001869269,0.0163628,0.00363957,0.0007938546,0.01681907,0.001229647,0.01728695,0.004808497,0.3267699,0.6098866,0.0002383211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02681335,0.5170171,0.2423299,0.1420946,0.003321559,0.0004660246,0.0001175924,0.0005022049,0.0673376],"genre_scores_gemma":[0.3673058,0.4520326,0.1343749,0.02194658,0.008213366,0.0005086234,0.0001809495,0.0001193843,0.01531777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001676595,"threshold_uncertainty_score":0.008866787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06703186238093015,"score_gpt":0.4052581291113483,"score_spread":0.3382262667304181,"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."}}