{"id":"W2065588435","doi":"10.1016/j.brachy.2007.02.079","title":"Late urinary symptom flare following prostate brachytherapy: The BCCA experience","year":2007,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Prostate brachytherapy; Urinary system; Urology; Flare; Prostate; Internal medicine; Radiation therapy; 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":[0.0004728577,0.0003600257,0.0004118883,0.00009548114,0.0003725166,0.0000756728,0.000194251,0.0001098,0.0001889663],"category_scores_gemma":[0.00002106039,0.0002301558,0.0003226577,0.000406748,0.000127525,0.0002377165,0.00004182826,0.0002790812,0.0000759711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033817,"about_ca_system_score_gemma":0.0001220752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006031324,"about_ca_topic_score_gemma":0.00001970969,"domain_scores_codex":[0.9977807,0.00005679098,0.000441607,0.0005391689,0.000471384,0.000710304],"domain_scores_gemma":[0.9986326,0.000181718,0.0001469529,0.0007205529,0.00008266612,0.0002355047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002066376,0.001488816,0.53625,0.00008284275,0.0009104006,0.002877004,0.02072893,0.00002243472,0.01288438,0.0005243078,0.001789869,0.4203746],"study_design_scores_gemma":[0.007558304,0.003060968,0.7991138,0.0004323818,0.0001510243,0.0004368603,0.001361346,0.00008720261,0.02955707,0.0005558226,0.1570306,0.0006546129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801922,0.01202356,0.0001924863,0.003807506,0.0005762074,0.001365467,0.00001168381,0.0002061619,0.001624708],"genre_scores_gemma":[0.9886439,0.002615001,0.0004735432,0.005469126,0.0003792543,0.0003010836,0.00003787585,0.00008047315,0.001999694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.41972,"threshold_uncertainty_score":0.9385479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585807769183094,"score_gpt":0.3055420684565603,"score_spread":0.2896839907647294,"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."}}