{"id":"W2552583051","doi":"10.1088/0031-9155/61/24/8408","title":"Bladder accumulated dose in image-guided high-dose-rate brachytherapy for locally advanced cervical cancer and its relation to urinary toxicity","year":2016,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Simon Fraser University; BC Cancer Agency","funders":"BC Cancer Agency","keywords":"Brachytherapy; Medicine; Nuclear medicine; Cervical cancer; Toxicity; Cumulative dose; Urology; Urinary bladder; Radiation therapy; Cancer; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006664358,0.0001763153,0.000214693,0.0002939,0.0001273039,0.0003979931,0.0002860822,0.0004016037,0.0009752631],"category_scores_gemma":[0.003383799,0.0001888783,0.0003724436,0.0003105226,0.0002058295,0.0001606377,0.0002154137,0.0004848627,0.0001322789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007104679,"about_ca_system_score_gemma":0.0003797554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296401,"about_ca_topic_score_gemma":0.002925079,"domain_scores_codex":[0.9996368,0.000177427,0.00002689269,0.00003076924,0.00009525736,0.00003282805],"domain_scores_gemma":[0.998875,0.0005097617,0.0003540991,0.00007592967,0.00006685784,0.0001184034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01232345,0.0005238596,0.756005,0.0005206256,0.0008766879,0.002332408,0.0008333747,0.02534169,0.1007976,0.0006774287,0.0006869853,0.09908087],"study_design_scores_gemma":[0.00006326196,0.002235276,0.9771648,0.00003732944,0.0003090013,0.002141606,0.00009044279,0.007687523,0.008745042,0.0002437237,0.001257119,0.0000248679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945786,0.003051606,0.001341382,0.00006671135,0.00001519866,0.00001322267,0.00005084123,0.00002428188,0.0008582678],"genre_scores_gemma":[0.9991537,0.0001623193,0.0002600282,0.00002032236,0.000005091225,0.000003917474,0.00002613255,0.000007283627,0.0003611191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002296401,"threshold_uncertainty_score":0.005154848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576068983524559,"score_gpt":0.4285032773535837,"score_spread":0.2708963790011277,"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."}}