{"id":"W3202899348","doi":"10.1016/j.clgc.2021.09.004","title":"The Journey of Radiotherapy Dose Escalation in High Risk Prostate Cancer; Conventional Dose Escalation to Stereotactic Body Radiotherapy (SBRT) Boost Treatments","year":2021,"lang":"en","type":"review","venue":"Clinical Genitourinary Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; Health Sciences Centre; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Prostate cancer; Androgen deprivation therapy; Dose fractionation; Cyberknife; Prostate; Oncology; Cancer; Radiology; Internal medicine; Radiosurgery","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":[0.001281905,0.0006522124,0.001845644,0.00190511,0.0002452001,0.001416517,0.0009686936,0.0008817024,0.003598934],"category_scores_gemma":[0.001928693,0.0003512969,0.0007492633,0.002436098,0.0005079163,0.001394665,0.0005787649,0.002173096,0.001084778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232416,"about_ca_system_score_gemma":0.001944106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034498,"about_ca_topic_score_gemma":0.007529892,"domain_scores_codex":[0.9996206,0.0001099373,0.00006711786,0.00005864618,0.0001217405,0.00002194788],"domain_scores_gemma":[0.9991953,0.0004919456,0.0001202872,0.00001463243,0.0001468159,0.00003093249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008453015,0.00004033744,0.000126015,0.04307969,0.0001852633,0.00007995883,0.00008466545,0.0005575374,0.0004786644,0.003011083,0.02323736,0.929035],"study_design_scores_gemma":[0.00005285227,0.0001394505,0.001087735,0.02314574,0.0004715629,0.0008113751,0.0000984565,0.0001828595,0.0001917039,0.001731666,0.9720596,0.00002688318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003638848,0.9993877,0.00004710204,0.0001659286,0.00006818891,0.000002704689,0.000009107631,0.000002763967,0.0002799785],"genre_scores_gemma":[0.0003308704,0.9991208,0.000135276,0.0001906903,0.00006029115,0.000003236817,0.00001189298,0.000001175479,0.0001458109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003598934,"threshold_uncertainty_score":0.0120396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07510440788300249,"score_gpt":0.4424829346515171,"score_spread":0.3673785267685146,"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."}}