{"id":"W2981161602","doi":"10.1016/j.adro.2019.09.010","title":"Gantry-Mounted Linear Accelerator–Based Stereotactic Body Radiation Therapy for Low- and Intermediate-Risk Prostate Cancer","year":2019,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Jonsson Comprehensive Cancer Center; National Institutes of Health; Varian Medical Systems; National Cancer Institute; Prostate Cancer Foundation","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Cumulative incidence; Prostate cancer; Dose fractionation; Confidence interval; Cumulative dose; Internal medicine; Radiation therapy; Adverse effect; Incidence (geometry); Relative risk; Genitourinary system; Nuclear medicine; Cancer; Surgery; Cohort","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":[0.007541257,0.0004343698,0.001117288,0.0007831734,0.0001603212,0.0008163319,0.0005455969,0.000257508,0.001006924],"category_scores_gemma":[0.00721616,0.000156819,0.002815187,0.0006381053,0.000282878,0.0004159586,0.000587016,0.0004142588,0.00008092372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000815891,"about_ca_system_score_gemma":0.0008587308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358232,"about_ca_topic_score_gemma":0.003193266,"domain_scores_codex":[0.9957716,0.002446922,0.0004899816,0.0003928383,0.0007505066,0.000148117],"domain_scores_gemma":[0.9966473,0.001232219,0.001442798,0.0002900034,0.0002616092,0.0001260404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03856118,0.0005978446,0.6830614,0.004432628,0.03784923,0.0001254024,0.0001745731,0.01348015,0.007105488,0.0009036991,0.001817766,0.2118907],"study_design_scores_gemma":[0.004870843,0.01853218,0.9268444,0.0005055193,0.02399485,0.0008020851,0.0001131146,0.009205883,0.006093277,0.001170965,0.007805782,0.00006104558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521534,0.03969489,0.004707492,0.0002127937,0.00007012975,0.0003163784,0.0009848708,0.00004403256,0.001815808],"genre_scores_gemma":[0.9972892,0.001363299,0.0005813464,0.00008680618,0.00003276013,0.00004716434,0.0004869483,0.000004332368,0.0001080785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007541257,"threshold_uncertainty_score":0.03988242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025147257184559,"score_gpt":0.3588547375379645,"score_spread":0.3486032649661189,"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."}}