{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001004334,0.0008211142,0.003181544,0.0002925688,0.0002301566,0.0000916553,0.0003009552,0.0005056148,0.0005099887],"category_scores_gemma":[0.000201576,0.000552784,0.001326679,0.0008817238,0.0002191108,0.0001600134,0.00008890092,0.0009683266,0.00001853119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003179343,"about_ca_system_score_gemma":0.002503963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007555269,"about_ca_topic_score_gemma":0.0001713149,"domain_scores_codex":[0.9933249,0.00116373,0.002980339,0.001158289,0.0007071981,0.0006655701],"domain_scores_gemma":[0.9946625,0.00164419,0.001917725,0.0009353135,0.0003539457,0.0004863384],"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":[0.001468278,0.002041857,0.06551655,0.001618223,0.003813607,0.0002284039,0.0001354953,0.00008570356,0.000003339234,0.00001506696,0.002541546,0.922532],"study_design_scores_gemma":[0.01137586,0.003071219,0.1258636,0.01610982,0.003526065,0.00004838956,0.00002662495,0.0001005915,0.00001246425,0.00003600295,0.8392074,0.0006219153],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04228089,0.9486994,0.00001434805,0.001188012,0.002105057,0.004885329,0.0007540178,0.00003646433,0.00003648387],"genre_scores_gemma":[0.001849334,0.9899869,0.0003980465,0.0002974955,0.001683566,0.003365,0.0005144202,0.0001628281,0.001742386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.92191,"threshold_uncertainty_score":0.9996924,"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."}}