{"id":"W3190799048","doi":"10.1016/j.phro.2021.07.001","title":"Prostate specific membrane antigen positron emission tomography for lesion-directed high-dose-rate brachytherapy dose escalation","year":2021,"lang":"en","type":"article","venue":"Physics and Imaging in Radiation Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Cancer Care Ontario; Lawson Health Research Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Prostate Cancer Canada","keywords":"Prostate cancer; Medicine; Positron emission tomography; Nuclear medicine; Brachytherapy; Glutamate carboxypeptidase II; Lesion; Histopathology; Radiology; Cancer; Radiation therapy; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004964044,0.0003467465,0.0002238825,0.0003333633,0.00009636201,0.0004482455,0.0004819776,0.0002741231,0.001071665],"category_scores_gemma":[0.00107211,0.0003339222,0.0004037191,0.000277966,0.0001586898,0.0001628216,0.0002392131,0.0003315728,0.0002437457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000551708,"about_ca_system_score_gemma":0.0005202509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544727,"about_ca_topic_score_gemma":0.002972101,"domain_scores_codex":[0.9997929,0.00008927323,0.000007745743,0.00003295897,0.00006584528,0.00001138864],"domain_scores_gemma":[0.9998072,0.00007578501,0.0000633391,0.00002728445,0.00001818687,0.000008265991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007396616,0.0003112781,0.02795717,0.0004841566,0.000393157,0.0003632798,0.0001771011,0.4433114,0.3126273,0.002514241,0.002346067,0.2087753],"study_design_scores_gemma":[0.0001532553,0.0006314054,0.03888752,0.00006195807,0.0002284669,0.001508176,0.00003916287,0.7889013,0.1548051,0.001921533,0.01279006,0.00007203977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3587102,0.004275453,0.6290059,0.0003572002,0.00004900426,0.0003904385,0.0004984416,0.001723352,0.004989943],"genre_scores_gemma":[0.8480381,0.0006703285,0.1500345,0.00007787794,0.000009778843,0.0001461442,0.00024777,0.0001512065,0.0006243624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001544727,"threshold_uncertainty_score":0.004002869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349299107793679,"score_gpt":0.3403729707292516,"score_spread":0.3168799796513148,"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."}}