{"id":"W4249404110","doi":"10.1016/j.brachy.2009.03.057","title":"Quadrant dosimetry as a predictor of biochemical relapse in 125I prostate brachytherapy","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Prostate brachytherapy; Prostate; Dosimetry; Quadrant (abdomen); Oncology; Nuclear medicine; Medical physics; Radiology; Internal medicine; Radiation therapy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002177315,0.0003052103,0.0006465325,0.0002291959,0.00003498309,0.00001691059,0.0001136691,0.0001694378,0.000203412],"category_scores_gemma":[0.00004403725,0.0002448335,0.0002001772,0.0005211318,0.0001006776,0.0001272955,0.0000121364,0.0002646923,0.0000284209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843246,"about_ca_system_score_gemma":0.0002046048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042358,"about_ca_topic_score_gemma":0.000006327332,"domain_scores_codex":[0.9980236,0.00005905259,0.000607274,0.0004903621,0.0003858818,0.0004338344],"domain_scores_gemma":[0.9989359,0.00008170435,0.0001863141,0.0005067961,0.00008191717,0.0002073057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0117448,0.008985222,0.4310359,0.0002634089,0.0005378756,0.0009261705,0.004626664,0.00002210285,0.2807698,0.002063552,0.00620731,0.2528172],"study_design_scores_gemma":[0.02037086,0.009351601,0.5869686,0.0008546499,0.00009473404,0.0002022519,0.0001275432,0.0001143147,0.3702944,0.003315195,0.00781305,0.0004927807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829471,0.01117955,0.00002146456,0.003658297,0.0001243638,0.001219301,0.00003834216,0.00008629822,0.000725254],"genre_scores_gemma":[0.9901152,0.005768354,0.0006884435,0.002770375,0.0001393206,0.0001148353,0.00006436347,0.00004073772,0.000298372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2523244,"threshold_uncertainty_score":0.9984021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009624842345455503,"score_gpt":0.2852028416623874,"score_spread":0.2755779993169318,"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."}}