{"id":"W2065218249","doi":"10.1016/j.radonc.2014.01.017","title":"The Quadrella: A novel approach to analyzing optimal outcomes after permanent seed prostate brachytherapy","year":2014,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Urology; Brachytherapy; Prostate; Potency; Erectile function; Urinary system; Sexual function; Erectile dysfunction; Toxicity; Prostate brachytherapy; Multivariate analysis; Internal medicine; Gynecology; Radiation therapy; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003272075,0.0006810413,0.0008921692,0.003039439,0.0004529747,0.001564745,0.001206889,0.0005308049,0.003988212],"category_scores_gemma":[0.01546921,0.0003398578,0.001661888,0.001958983,0.0007369881,0.001061993,0.002007847,0.0008343402,0.0003508496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009347955,"about_ca_system_score_gemma":0.001098485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003736902,"about_ca_topic_score_gemma":0.004151151,"domain_scores_codex":[0.9983771,0.0008711183,0.00008522988,0.000239718,0.0002985422,0.0001283027],"domain_scores_gemma":[0.9935081,0.00458436,0.000963171,0.0004221195,0.0002868511,0.0002355243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005289315,0.0003319581,0.7026451,0.000297762,0.001883377,0.0003880205,0.0003099355,0.05985634,0.004052675,0.009802036,0.003007159,0.2121364],"study_design_scores_gemma":[0.00042136,0.004439776,0.3696959,0.00009278738,0.001028862,0.002589735,0.0009081278,0.5853518,0.003714574,0.02485643,0.006699835,0.0002007999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294058,0.001069073,0.1591497,0.0005704087,0.00009260749,0.0002973212,0.004084238,0.0006092006,0.004721647],"genre_scores_gemma":[0.9577052,0.0001551404,0.0393385,0.00006582517,0.00006469239,0.0001821514,0.001453676,0.000166125,0.0008685779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003988212,"threshold_uncertainty_score":0.0173046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480703417496844,"score_gpt":0.298702224335815,"score_spread":0.2838951901608466,"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."}}