{"id":"W4254643850","doi":"10.1016/j.jmir.2019.11.147","title":"Current Vaginal Dilator Practice Across Canada","year":2019,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dilator; Medicine; External beam radiotherapy; Brachytherapy; Radiation therapy; Radiology; Surgery; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00100145,0.0001624789,0.0003439709,0.002099691,0.004760205,0.002845866,0.001652084,0.0008513161,0.01366318],"category_scores_gemma":[0.006062913,0.0003571914,0.0004389445,0.006048995,0.001414258,0.0005649407,0.0009893756,0.001216969,0.0006186833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06058111,"about_ca_system_score_gemma":0.1180321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852679,"about_ca_topic_score_gemma":0.9946338,"domain_scores_codex":[0.9971845,0.0002664001,0.0002090739,0.0003443369,0.001029178,0.0009665203],"domain_scores_gemma":[0.9889547,0.001006862,0.0012449,0.0001230014,0.004217375,0.004453139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003154679,0.0001764925,0.6338885,0.001209654,0.0001489133,0.002481893,0.0112114,0.0009287194,0.001054647,0.01189562,0.1126267,0.224062],"study_design_scores_gemma":[0.00008138554,0.000129358,0.7787082,0.002798751,0.00009639927,0.002511686,0.03658171,0.0008878757,0.0004433491,0.0007518979,0.1768835,0.000125911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6752227,0.05330978,0.001076999,0.1119864,0.0009765212,0.0001743352,0.007994018,0.0002258256,0.1490334],"genre_scores_gemma":[0.9458685,0.02733486,0.001042943,0.008110158,0.0001661034,0.00004583785,0.001067233,0.00008255079,0.01628192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06058111,"threshold_uncertainty_score":0.4395489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942273979710575,"score_gpt":0.3841780232701359,"score_spread":0.3647552834730302,"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."}}