{"id":"W1979923424","doi":"10.1088/0031-9155/50/15/005","title":"Dosimetric and microdosimetric study of contrast-enhanced radiotherapy with kilovolt x-rays","year":2005,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Irradiation; Radiation therapy; Nuclear medicine; Radiation; Contrast (vision); Photon; Attenuation; Dosimetry; Homogeneous; Materials science; Homogeneity (statistics); Contrast medium; Physics; Optics; Medicine; Nuclear physics; Radiology; Mathematics","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":[0.0003997664,0.000221371,0.0002644296,0.0003209558,0.00007377966,0.0003627962,0.000222605,0.0002151528,0.0006586626],"category_scores_gemma":[0.001221451,0.0002290562,0.00025957,0.0003225487,0.000340699,0.0001937905,0.0002258987,0.000257911,0.0001510028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004014227,"about_ca_system_score_gemma":0.0002216857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005630264,"about_ca_topic_score_gemma":0.0003531096,"domain_scores_codex":[0.9996927,0.00007832501,0.00001174694,0.00004505357,0.0001491978,0.00002296807],"domain_scores_gemma":[0.9996177,0.000186155,0.00009404267,0.00004346733,0.00003898293,0.00001968151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005499503,0.00005086774,0.00708445,0.0001929393,0.00007381454,0.0001746037,0.0001889946,0.03309211,0.9443556,0.0009240084,0.00008704474,0.01322561],"study_design_scores_gemma":[0.00006172893,0.00144617,0.08015449,0.00003015207,0.0001375297,0.001431281,0.0000806328,0.03935676,0.8736148,0.0003535133,0.003281272,0.00005147749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674125,0.00241292,0.02821946,0.00004437431,0.000008109868,0.00005837557,0.00009810279,0.0001019504,0.001644227],"genre_scores_gemma":[0.9928364,0.0005298342,0.005933032,0.00001278578,0.000004157253,0.00001917424,0.00006918197,0.00005644809,0.0005388655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006586626,"threshold_uncertainty_score":0.002912521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05862719465252982,"score_gpt":0.3651060944314979,"score_spread":0.3064788997789681,"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."}}