{"id":"W2946495439","doi":"10.1016/j.brachy.2019.02.001","title":"Optimization of HDRBT boost dose delivery for patients with rectal cancer","year":2019,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Brachytherapy; Nuclear medicine; Balloon; External beam radiotherapy; Radiation therapy; Radiation treatment planning; Radiology; Rectum; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00003003992,0.000116898,0.0001682674,0.00003871886,0.00003260239,0.000009160146,0.0000823647,0.00002851708,0.0005031851],"category_scores_gemma":[6.04706e-7,0.00009569139,0.00005430615,0.00008724749,0.00002411012,0.0001858688,0.000005603347,0.0000459313,7.743433e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002500263,"about_ca_system_score_gemma":0.00003510439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005619079,"about_ca_topic_score_gemma":0.00000154878,"domain_scores_codex":[0.9994417,0.00001269214,0.0001379892,0.0001733634,0.00009522086,0.0001390251],"domain_scores_gemma":[0.9994826,0.00003643845,0.000151936,0.0001721462,0.0001327017,0.00002422114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147665,0.0004151257,0.8330002,0.00003061087,0.0002342925,8.436822e-8,0.0003094186,0.02438222,0.00344372,0.001601732,0.000397678,0.1350373],"study_design_scores_gemma":[0.08717699,0.02001342,0.3472677,0.001476029,0.0003614489,0.000002302713,0.000526496,0.1122832,0.249135,0.008343142,0.1666855,0.006728711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7151311,0.00013624,0.283051,0.0000259298,0.00008813588,0.0009542519,0.0001117609,0.00004524787,0.0004563057],"genre_scores_gemma":[0.907554,0.00006203909,0.09146917,0.00009794498,0.0001203413,0.0001798522,0.0001008916,0.00005505483,0.0003607274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4857324,"threshold_uncertainty_score":0.5509525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004308152991825666,"score_gpt":0.2444309389283206,"score_spread":0.2401227859364949,"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."}}