{"id":"W2093193696","doi":"10.1016/j.brachy.2009.03.120","title":"The design and dosimety of a four-channel cylinder for treatment of endometrial cancer with high-dose-rate brachytherapy using the varisource afterloader","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Endometrial cancer; Dose rate; Vagina; Nuclear medicine; Population; Radiology; Medical physics; Cancer; Surgery; Internal medicine; Radiation therapy","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":[0.0004469108,0.0003161301,0.0007490696,0.0001300988,0.0001934495,0.00003010724,0.0001133516,0.0001089144,0.00004882845],"category_scores_gemma":[0.0000330057,0.000141609,0.0002042985,0.0006220842,0.0001652567,0.00007018358,0.000007271533,0.0000776141,3.701293e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121314,"about_ca_system_score_gemma":0.0001533988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927173,"about_ca_topic_score_gemma":0.00002895841,"domain_scores_codex":[0.9983078,0.0001969899,0.000453464,0.0003457287,0.0003362628,0.0003597916],"domain_scores_gemma":[0.9976239,0.001321347,0.0003600415,0.0003965462,0.0001873769,0.0001107847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.2179363,0.004367637,0.01608077,0.000195363,0.008221424,0.00003683791,0.004781536,0.003650954,0.09869388,0.0009493938,0.00007782666,0.645008],"study_design_scores_gemma":[0.2957079,0.1194032,0.1855617,0.0008384435,0.004645385,0.0002385253,0.001137829,0.00820801,0.3649345,0.009265536,0.008509804,0.001549124],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706129,0.01353702,0.009980763,0.001965486,0.0001739998,0.003635753,0.00004096887,0.00002609397,0.00002696561],"genre_scores_gemma":[0.9901214,0.004494572,0.003878814,0.0005659758,0.0003737048,0.0002587275,0.000005705375,0.00004180937,0.0002592936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6434589,"threshold_uncertainty_score":0.5774648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0660003289542085,"score_gpt":0.3250972364078595,"score_spread":0.259096907453651,"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."}}