{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002131991,0.0003011113,0.0005003574,0.00002934085,0.0005278835,0.0005376046,0.0001857011,0.0001133681,0.0005798433],"category_scores_gemma":[0.00003095389,0.0002825803,0.0002215549,0.000280728,0.0002269869,0.000222695,0.00004834979,0.0002695316,0.0000581702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694608,"about_ca_system_score_gemma":0.0001365487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008088442,"about_ca_topic_score_gemma":0.005229658,"domain_scores_codex":[0.9977289,0.0001718417,0.0003806832,0.0006719824,0.0004021228,0.0006444656],"domain_scores_gemma":[0.9985952,0.0001765972,0.0001615891,0.0007069155,0.0001179739,0.0002417284],"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":[0.0004813797,0.000717105,0.4267968,0.0001743476,0.0002706536,0.0006733318,0.003016276,0.00001063274,0.001732927,0.00001035211,0.004108851,0.5620074],"study_design_scores_gemma":[0.003713859,0.001730421,0.9079697,0.0005865162,0.00009031828,0.000203382,0.00003281038,0.0001049963,0.001465634,0.0006175872,0.08311906,0.0003657644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736658,0.02053002,0.00004550029,0.002118083,0.0005966292,0.00191654,0.00003629068,0.0001645615,0.0009266204],"genre_scores_gemma":[0.9645124,0.01328894,0.0002001575,0.009658705,0.0005187826,0.004366359,0.00002354597,0.00009934031,0.007331747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5616416,"threshold_uncertainty_score":0.9999626,"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."}}