{"id":"W2950180902","doi":"10.1016/j.brachy.2019.04.141","title":"MRI-Guided Focal HDR Brachytherapy as Monotherapy for Prostate Cancer: Early Feasibility and Quality of Life Study","year":2019,"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":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cryotherapy; Brachytherapy; Multiparametric MRI; Prostate cancer; Radiology; Adverse effect; Prostate; Nuclear medicine; Radiation therapy; 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"],"consensus_categories":[],"category_scores_codex":[0.0007213107,0.0004274131,0.001199297,0.0001136238,0.0001025841,0.0000485709,0.000132461,0.0001403315,0.0002376693],"category_scores_gemma":[0.00003777722,0.0003420819,0.0002734147,0.0002435791,0.0001302967,0.0001998631,0.00002626572,0.000180099,0.00001170412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182399,"about_ca_system_score_gemma":0.0004068351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141876,"about_ca_topic_score_gemma":0.0002526279,"domain_scores_codex":[0.9970987,0.0001929977,0.0008956611,0.0008811802,0.0004569193,0.0004745261],"domain_scores_gemma":[0.9978338,0.0002760769,0.0004347558,0.0008184735,0.0003324004,0.0003045162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00974813,0.002576599,0.933385,0.0002730963,0.0007819063,0.000004174463,0.003668019,0.00001182199,0.003429871,0.0003014074,0.0002604015,0.04555959],"study_design_scores_gemma":[0.03281289,0.01206457,0.9457182,0.0001183645,0.00008006955,0.000005424533,0.0004593929,0.00005956306,0.004528523,0.0007505979,0.003034849,0.0003675506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762031,0.0104342,0.00006050182,0.00179593,0.0002418647,0.01089358,0.000170679,0.00009331587,0.0001068528],"genre_scores_gemma":[0.9880912,0.006796663,0.000439105,0.001837232,0.0001574624,0.001918923,0.00003021222,0.00009128598,0.0006378841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04519204,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06739243591972462,"score_gpt":0.3805613514306283,"score_spread":0.3131689155109037,"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."}}