{"id":"W2162694846","doi":"10.1016/j.urology.2007.06.121","title":"MP-21.03: Penile brachytherapy: results for 60 patients","year":2007,"lang":"en","type":"article","venue":"Urology","topic":"Genital Health and Disease","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Penis; Penile cancer; Malignancy; Basal cell; Urology; Radiology; Surgery; Radiation therapy; Internal medicine","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":[0.0002099272,0.00008572629,0.0001526457,0.00007466402,0.00006002278,0.000002336805,0.00004644896,0.00011361,0.00007205958],"category_scores_gemma":[0.0003106834,0.000074559,0.00006128439,0.00006852039,0.00003809646,0.00002236391,0.00001239005,0.00009178709,0.0002119802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002078383,"about_ca_system_score_gemma":0.00008359056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001899729,"about_ca_topic_score_gemma":0.00003437942,"domain_scores_codex":[0.9990171,0.0000167575,0.0002519789,0.0002117051,0.00009524736,0.0004072085],"domain_scores_gemma":[0.999146,0.0001500686,0.00005806073,0.0001990833,0.0001091924,0.0003375627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1833672,0.004850934,0.3626263,0.001062153,0.00006756298,0.0006052829,0.002229045,0.00002972972,0.0009799468,0.00196275,0.3205423,0.1216768],"study_design_scores_gemma":[0.01860339,0.006551122,0.5634572,0.000002218451,0.00009262538,0.00002743462,0.00003725007,0.0002161893,0.0002566456,0.001329604,0.4092574,0.0001689713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811021,0.0003768269,0.0003039225,0.002111565,0.0004702755,0.0006691378,0.00007659199,0.00005476363,0.01483484],"genre_scores_gemma":[0.9862463,0.000001676675,0.0002671612,0.01127585,0.000278667,0.00002039642,0.0002264177,0.00001447755,0.001668978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008309,"threshold_uncertainty_score":0.3040428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723435888306358,"score_gpt":0.3151833193088197,"score_spread":0.2979489604257561,"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."}}