{"id":"W2048052317","doi":"10.1016/j.radonc.2008.08.008","title":"Dosimetric comparison of IMRT vs. 3D conformal radiotherapy in the treatment of cancer of the cervical esophagus","year":2008,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Esophagus; Nuclear medicine; Radiation therapy; Cervical cancer; Esophageal cancer; Cancer; Radiology; Internal medicine","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":[0.0001400378,0.0001274723,0.0009196061,0.0001059929,0.00005828462,9.429576e-7,0.0001031009,0.0001137335,0.00009352924],"category_scores_gemma":[0.000007727238,0.0000637395,0.0001158135,0.0003668251,0.0004773832,0.00001847893,0.000006097186,0.0001030196,1.043912e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461075,"about_ca_system_score_gemma":0.000225176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009224417,"about_ca_topic_score_gemma":0.0003831185,"domain_scores_codex":[0.9989799,0.0001234404,0.0004279972,0.0001252236,0.0001699073,0.0001735134],"domain_scores_gemma":[0.9992366,0.0002985009,0.0001871236,0.0001993407,0.00004434583,0.00003404613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001998332,0.001468608,0.8775384,0.00007716024,0.0003084262,0.000009272474,0.02437608,0.00002838547,0.001772107,0.0001137275,0.0004731845,0.09183636],"study_design_scores_gemma":[0.009800553,0.01101277,0.9211084,0.00004814885,0.00008508798,0.0000641263,0.0003695255,0.0006560888,0.009459936,0.000004770178,0.04731172,0.0000788789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8607941,0.1366885,0.00001559438,0.001573931,0.0001424942,0.0004213155,0.000009521395,0.000003893757,0.0003506205],"genre_scores_gemma":[0.9379919,0.06085848,0.0002575863,0.0006687422,0.0001124406,0.00003605953,9.168058e-7,0.000008265417,0.00006563291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09175748,"threshold_uncertainty_score":0.2599221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912011016076643,"score_gpt":0.3729621644176947,"score_spread":0.3338420542569283,"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."}}