{"id":"W2610797120","doi":"10.1016/j.brachy.2017.04.018","title":"Prostate HDR Monotherapy: Initial Efficacy Results from a Randomized Trial of One versus Two Fractions","year":2017,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Urology; Brachytherapy; Randomized controlled trial; Prostate brachytherapy; Prostate-specific antigen; Stage (stratigraphy); Oncology; Internal medicine; Nuclear medicine; Cancer; 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":[0.0004027621,0.0002389057,0.001039061,0.0000826854,0.0002471018,0.00007687923,0.0001481161,0.00009395459,0.0001828578],"category_scores_gemma":[0.0004923607,0.0001888346,0.0003801359,0.00006077596,0.0002648765,0.0001777633,0.00002416793,0.0001874467,0.00003080316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009223424,"about_ca_system_score_gemma":0.0002089243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002116397,"about_ca_topic_score_gemma":0.0001023126,"domain_scores_codex":[0.9982062,0.0001419361,0.0006497983,0.0004169458,0.000332938,0.0002521653],"domain_scores_gemma":[0.9970009,0.0009905393,0.0007005951,0.00103182,0.0001357229,0.0001403708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9149847,0.001839004,0.0001178876,0.000006527746,0.001322742,0.00003226982,0.000877014,0.000006978581,0.0007944686,0.000148689,0.0002838878,0.07958583],"study_design_scores_gemma":[0.9752194,0.002535434,0.003789854,0.0001636048,0.0003693853,0.000001664849,0.0000244824,0.00006994628,0.01221437,0.000595459,0.004848735,0.0001676097],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847031,0.0008733546,0.00008589112,0.005262383,0.001243337,0.003582818,0.0003706406,0.00007035228,0.003808093],"genre_scores_gemma":[0.9918608,0.004620948,0.001225413,0.0002719978,0.000997137,0.0004940038,0.0002166212,0.00004641853,0.0002666653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07941822,"threshold_uncertainty_score":0.7700452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06649901271731097,"score_gpt":0.3802889364679727,"score_spread":0.3137899237506618,"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."}}