{"id":"W2042997374","doi":"10.1016/j.brachy.2014.02.262","title":"Late Urinary Side Effects after LDR Prostate Brachytherapy: The British Columbia Cancer Agency Experience","year":2014,"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":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Toxicity; Proportional hazards model; Prostate brachytherapy; Urology; Cohort; Radiation therapy; Prostate; Surgery; Internal medicine; Cancer","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":[0.0004581838,0.0002023128,0.0002082928,0.0004028084,0.002230866,0.0008807997,0.0004816398,0.0004929061,0.002898148],"category_scores_gemma":[0.001639117,0.0001527839,0.0001838091,0.0009559956,0.0006236322,0.000239593,0.0007485547,0.0008704699,0.0002925592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008983628,"about_ca_system_score_gemma":0.009093562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7587547,"about_ca_topic_score_gemma":0.9195428,"domain_scores_codex":[0.9996035,0.00007446777,0.00001836809,0.00002965566,0.0001708982,0.0001032721],"domain_scores_gemma":[0.9989054,0.0001851176,0.0001564763,0.00003214516,0.0003228579,0.0003980434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00141027,0.001497828,0.8027524,0.0002031208,0.0001125148,0.01366237,0.008028802,0.000852869,0.004587198,0.0005760984,0.01001314,0.1563035],"study_design_scores_gemma":[0.00008438028,0.0008146219,0.9606428,0.00009934126,0.00009590572,0.007651257,0.005398709,0.0003975132,0.0009018746,0.0001131337,0.02374968,0.00005075824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766462,0.003189281,0.0001555966,0.001385836,0.00001956331,0.0000538174,0.0003269304,0.0000138393,0.01820884],"genre_scores_gemma":[0.9857406,0.003207353,0.0001708774,0.0007212618,0.00001832225,0.00001686343,0.0002574479,0.00002467547,0.009842615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2412453,"threshold_uncertainty_score":0.485332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00815050696379621,"score_gpt":0.2634251059526866,"score_spread":0.2552745989888904,"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."}}