{"id":"W2609646639","doi":"10.1016/j.brachy.2017.03.011","title":"Institutional long-term outcomes at the first Canadian center performing intraoperatively planned low-dose-rate brachytherapy alone in low- and intermediate-risk prostate cancer","year":2017,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Prospective cohort study; Cohort; Prostate brachytherapy; Urology; Sexual function; Urinary system; Cohort study; Erectile dysfunction; Surgery; Cancer; Internal medicine; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000325754,0.0003255367,0.0003475345,0.0006909806,0.00272957,0.001539405,0.001082151,0.0004849438,0.00256278],"category_scores_gemma":[0.001576023,0.0002500227,0.0006900553,0.001341286,0.000787711,0.0004652894,0.001119376,0.00110849,0.0002423382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0151726,"about_ca_system_score_gemma":0.01732774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7083102,"about_ca_topic_score_gemma":0.8989116,"domain_scores_codex":[0.9991351,0.00004375141,0.00002706548,0.00007866726,0.0001540642,0.0005614164],"domain_scores_gemma":[0.9976298,0.00008965511,0.0004704395,0.00006687715,0.0004546944,0.001288519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008243326,0.0004616464,0.9722374,0.00004598176,0.0001985665,0.0007488939,0.0005759345,0.001134587,0.001216495,0.0002028532,0.003010808,0.01934251],"study_design_scores_gemma":[0.00002894357,0.0003499189,0.9962063,0.00003571191,0.00008718705,0.0005498009,0.001088917,0.0003400057,0.0002665549,0.0001033427,0.0008970384,0.00004627481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954917,0.0003411372,0.0001295549,0.0003294753,0.00002892179,0.0000324515,0.0008027733,0.00001529006,0.002828789],"genre_scores_gemma":[0.9981009,0.00013333,0.00009454804,0.0001214384,0.00001968889,0.000006760933,0.0009120696,0.000007424342,0.0006040033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7083102,"threshold_uncertainty_score":0.5868152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850280392228945,"score_gpt":0.2925103195929126,"score_spread":0.2740075156706231,"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."}}