{"id":"W2810618496","doi":"10.1016/j.brachy.2018.04.092","title":"Is Iodine-125 Monotherapy Suitable for the Full Spectrum of Intermediate Risk Prostate Cancer?","year":2018,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Interior Health","funders":"","keywords":"Medicine; Prostate cancer; Cohort; Oncology; Brachytherapy; Iodine; Internal medicine; Prostate brachytherapy; Urology; Prostate; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218328,0.0003180487,0.001964102,0.0004078636,0.0003918127,0.001388016,0.0006465017,0.001202131,0.003267392],"category_scores_gemma":[0.004492059,0.0002208244,0.001189137,0.0005798156,0.000827268,0.001487908,0.0003131334,0.001430519,0.001449262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006138542,"about_ca_system_score_gemma":0.001246314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116571,"about_ca_topic_score_gemma":0.003172371,"domain_scores_codex":[0.9994788,0.0001276162,0.00007907536,0.00009656056,0.00009081022,0.0001272279],"domain_scores_gemma":[0.9985809,0.0005709968,0.0002499279,0.00009480538,0.000135513,0.0003678448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01144535,0.0006284426,0.09671955,0.002056937,0.0008833106,0.005436895,0.0002405969,0.002390737,0.04021302,0.004830058,0.03255269,0.8026024],"study_design_scores_gemma":[0.002269648,0.0171741,0.5206735,0.003962833,0.00267042,0.08059056,0.002410376,0.003310678,0.02701551,0.04030471,0.2990481,0.000569535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.397603,0.3402112,0.01907886,0.1757543,0.006939717,0.0001812879,0.001858916,0.000577078,0.05779562],"genre_scores_gemma":[0.8936158,0.06670404,0.007631148,0.02059093,0.007107885,0.00009750579,0.001021793,0.0002178461,0.003013034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003267392,"threshold_uncertainty_score":0.01093048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083977963538652,"score_gpt":0.3147087658456177,"score_spread":0.2938689862102312,"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."}}