{"id":"W4284894529","doi":"10.3389/fonc.2022.889132","title":"Stereotactic Body Radiotherapy: Hitting Harder, Faster, and Smarter in High-Risk Prostate Cancer","year":2022,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; London Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Medicine; Prostate cancer; Context (archaeology); Radiation therapy; Prostate; Magnetic resonance imaging; Radiology; Cancer; 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":[0.00062805,0.0006600485,0.001259688,0.002224367,0.0001924478,0.00103977,0.0006906668,0.0008421081,0.00438377],"category_scores_gemma":[0.001208895,0.0002130795,0.000940516,0.002081736,0.0003256863,0.001079848,0.0005063844,0.001052439,0.001016932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005720371,"about_ca_system_score_gemma":0.00122295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197196,"about_ca_topic_score_gemma":0.002843058,"domain_scores_codex":[0.9997664,0.00005591646,0.00004754755,0.00003740851,0.0000732769,0.00001944437],"domain_scores_gemma":[0.999559,0.0002771875,0.00006936305,0.000008280072,0.00006970662,0.0000164363],"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":[0.0001044323,0.00004264855,0.0001881633,0.1096228,0.0003020522,0.0001495751,0.0001002731,0.0002966204,0.0008196425,0.002832889,0.01829696,0.8672439],"study_design_scores_gemma":[0.00005649553,0.0001868202,0.001741578,0.05016342,0.001051188,0.001939063,0.0001522901,0.0001364538,0.0004674472,0.002644431,0.9414294,0.00003139332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007541804,0.9992737,0.00004132052,0.0001546042,0.00006756698,0.000004131001,0.00001631414,0.000003283711,0.0003636602],"genre_scores_gemma":[0.0005727188,0.9989976,0.00008054092,0.0001477974,0.00004231466,0.000004838257,0.00001856227,8.519742e-7,0.000134743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00438377,"threshold_uncertainty_score":0.01466519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643001581194194,"score_gpt":0.3396059970804094,"score_spread":0.3131759812684675,"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."}}