{"id":"W1975489560","doi":"10.1118/1.2364054","title":"Dosimetric characterization of a novel intracavitary mold applicator for high dose rate endorectal brachytherapy treatment","year":2006,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"Brachytherapy; Imaging phantom; Shielded cable; Materials science; Electromagnetic shielding; Dosimetry; Ionization chamber; Balloon; Dose profile; Monte Carlo method; Nuclear medicine; Biomedical engineering; Calibration; Radiation therapy; Physics; Medicine; Ionization; Radiology; Surgery; Composite material; Computer science","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":[0.00008301569,0.0001968808,0.0003215872,0.00004898699,0.00005189735,0.000009663683,0.0001372535,0.00006511553,0.00008438217],"category_scores_gemma":[0.00000358713,0.000164852,0.0001255629,0.0002830841,0.0000825677,0.0001117942,0.0000135499,0.00009114165,0.000001070734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005411461,"about_ca_system_score_gemma":0.00006282536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000180965,"about_ca_topic_score_gemma":6.194279e-7,"domain_scores_codex":[0.9990022,0.00001788604,0.0002996316,0.0002526459,0.000205401,0.0002223027],"domain_scores_gemma":[0.9993495,0.0001297813,0.0001883543,0.0002084542,0.00004857262,0.00007527506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001350269,0.00254429,0.004593281,0.00002335226,0.0001407951,9.103731e-7,0.00005482118,0.00001497706,0.4410909,0.03093438,0.00009369154,0.5203736],"study_design_scores_gemma":[0.004231919,0.0005114829,0.006496351,0.00002974508,0.00004911465,8.398393e-7,0.000002491003,0.002083343,0.9656103,0.01588334,0.004764399,0.0003367053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3339824,0.00002528949,0.664994,0.00008968177,0.00005510847,0.0005231228,0.0002149899,0.0000554189,0.00005998659],"genre_scores_gemma":[0.9912304,0.00002114087,0.00604117,0.0001010066,0.001394892,0.000410271,0.0006853018,0.00004437032,0.00007146682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6589528,"threshold_uncertainty_score":0.6722471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008349386039552868,"score_gpt":0.2616830829941091,"score_spread":0.2533336969545562,"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."}}