{"id":"W2019960072","doi":"10.1016/j.brachy.2011.02.158","title":"Multiple Organ Toxicities in 1006 Prostate Brachytherapy Patients With Long-Term Followup","year":2011,"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; Toxicity; Brachytherapy; Prostate cancer; Urology; Prostate brachytherapy; Prostate; Urinary system; Internal medicine; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001019982,0.0003774626,0.0005157071,0.000184461,0.00008547485,0.00003193375,0.0001117707,0.0001029039,0.0004381834],"category_scores_gemma":[0.00001173822,0.0002729307,0.0001060651,0.000316296,0.0001155898,0.0002637152,0.00002057075,0.0001913533,0.00004595866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123531,"about_ca_system_score_gemma":0.0001270352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002187028,"about_ca_topic_score_gemma":0.0004801419,"domain_scores_codex":[0.9981677,0.00005300741,0.0003891092,0.0005181066,0.0003372022,0.0005348652],"domain_scores_gemma":[0.9989834,0.00005263703,0.0001553796,0.0004845449,0.0001352302,0.0001887523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002677973,0.002025747,0.9460979,0.0000568666,0.0002071802,0.0002038801,0.00335768,0.000001445275,0.0002015747,0.00004015114,0.0001098938,0.04501968],"study_design_scores_gemma":[0.01625675,0.00348864,0.9691176,0.0002732383,0.00004354247,0.00001543113,0.00006729623,0.000006675876,0.009886184,0.00008854979,0.0004338783,0.0003222318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954921,0.001405009,0.00003986305,0.000220116,0.0001646842,0.001857357,0.00004446686,0.0001194609,0.0006569322],"genre_scores_gemma":[0.9957216,0.0009213029,0.0007592885,0.00126865,0.00007872228,0.0004135961,0.0001660998,0.0001021743,0.0005686071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04469745,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730363013218519,"score_gpt":0.2380565894415048,"score_spread":0.2207529593093197,"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."}}