{"id":"W2061019244","doi":"10.1016/j.brachy.2009.03.141","title":"10-year experience with 125I prostate brachytherapy at Princess Margaret Hospital","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Prostate brachytherapy; Prostate; General surgery; Radiation therapy; Surgery; Cancer; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009450835,0.000400552,0.0004834646,0.00008248549,0.00018848,0.00006918263,0.0001496332,0.00009856174,0.0020604],"category_scores_gemma":[0.000009118902,0.0002832851,0.0001270359,0.0003007842,0.0001487589,0.0002668786,0.00002160896,0.0001587018,0.0002208778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099048,"about_ca_system_score_gemma":0.000124814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002141508,"about_ca_topic_score_gemma":0.00001446992,"domain_scores_codex":[0.9978814,0.00003671276,0.0003234667,0.0006922547,0.0004870271,0.0005791006],"domain_scores_gemma":[0.9987026,0.00003442451,0.0001726775,0.0006514285,0.0001468315,0.0002920352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01319361,0.004192113,0.6434733,0.0001001462,0.0005704541,0.001455164,0.01040953,0.00003163298,0.003454973,0.001117193,0.01278767,0.3092143],"study_design_scores_gemma":[0.01335769,0.02197059,0.7137812,0.0003474063,0.00007459681,0.0002362908,0.0002880429,0.00003357383,0.02842787,0.0002795483,0.2203731,0.0008300753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857067,0.002591858,0.00004605801,0.005741713,0.0001119274,0.001538145,0.0000279304,0.000218588,0.004017111],"genre_scores_gemma":[0.9846131,0.002394252,0.001320986,0.002798284,0.000221573,0.0003609609,0.00009163593,0.000066055,0.008133147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3083842,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00861571082264273,"score_gpt":0.2601310495117093,"score_spread":0.2515153386890666,"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."}}