{"id":"W1996336587","doi":"10.1016/j.brachy.2014.02.001","title":"CT-based interstitial brachytherapy in advanced gynecologic malignancies: Outcomes from a single institution experience","year":2014,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Alberta Cancer Foundation; London Health Sciences Centre; Cancer Care Ontario; Western University","funders":"","keywords":"Medicine; Brachytherapy; Nuclear medicine; Rectum; Proctitis; Cumulative dose; Radiation therapy; Dose rate; External beam radiotherapy; Radiation treatment planning; Radiation proctitis; Radiology; Surgery; Internal medicine; Medical physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001364813,0.0002995678,0.0006278068,0.0002065573,0.00006631428,0.00003240163,0.0001547357,0.00009498261,0.001667618],"category_scores_gemma":[0.0001917984,0.0002313917,0.0001849602,0.0004912808,0.0001167788,0.0002043968,0.00001953371,0.0001870899,0.00009053681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466902,"about_ca_system_score_gemma":0.00008197061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004496565,"about_ca_topic_score_gemma":0.0003002365,"domain_scores_codex":[0.9981849,0.0001080492,0.0004396315,0.0005393773,0.0003342056,0.0003937959],"domain_scores_gemma":[0.9988925,0.0003513563,0.0001405762,0.0004046881,0.00005471861,0.000156145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003767347,0.001866996,0.6475303,0.00004125587,0.0001028201,0.0001585351,0.0007408806,0.0001948881,0.03759405,0.0003850676,0.00002794609,0.3075899],"study_design_scores_gemma":[0.04881304,0.006288906,0.8716505,0.0004467192,0.00005333164,0.00002342687,0.000403574,0.001016968,0.04178464,0.001539579,0.02718995,0.0007893894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935179,0.0005929292,0.00164071,0.0007514533,0.000715369,0.0006789083,0.00001498102,0.0001470696,0.001940731],"genre_scores_gemma":[0.9908402,0.00008152617,0.002349203,0.00609988,0.0001486266,0.0002251974,0.00006112702,0.00002948909,0.0001647489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3068005,"threshold_uncertainty_score":0.999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129987370234483,"score_gpt":0.30132664214122,"score_spread":0.2700267684388752,"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."}}