{"id":"W2043883020","doi":"10.1016/j.brachy.2014.05.006","title":"Ultrasound-planned high-dose-rate prostate brachytherapy: Dose painting to the dominant intraprostatic lesion","year":2014,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Prostate; Rectum; Prostate cancer; Prostate brachytherapy; Nuclear medicine; Ultrasound; Radiology; Lesion; Urethra; Urology; Radiation therapy; Cancer; Surgery; 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":[0.001390765,0.0005320443,0.0007051133,0.0001589054,0.0004660582,0.00018268,0.0002424157,0.0001236682,0.0001671527],"category_scores_gemma":[0.0002145239,0.000327526,0.0002069175,0.0005227067,0.0001236965,0.000181374,0.00004246267,0.0003445028,0.0002751412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955252,"about_ca_system_score_gemma":0.0001425154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002482738,"about_ca_topic_score_gemma":0.0001498605,"domain_scores_codex":[0.9968594,0.0003773801,0.0006558024,0.0007936703,0.0004574317,0.0008563297],"domain_scores_gemma":[0.9974786,0.0007378029,0.0002822348,0.0009532497,0.0001849865,0.0003631125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008423558,0.001821185,0.05759701,0.0003413583,0.0008833728,0.0002451634,0.009105127,0.0005998849,0.11224,0.003217392,0.0199929,0.785533],"study_design_scores_gemma":[0.02536512,0.01510942,0.5802235,0.001419093,0.0004914927,0.0005341082,0.0009701167,0.001360757,0.1037214,0.004482599,0.2646479,0.001674538],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692218,0.001604128,0.001717083,0.02307529,0.0006657282,0.003213484,0.00005663502,0.0001911367,0.0002547466],"genre_scores_gemma":[0.9800152,0.00165261,0.001559152,0.01409501,0.0006538847,0.000823086,0.0001465176,0.0001293674,0.000925199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7838585,"threshold_uncertainty_score":0.9999177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539363446013191,"score_gpt":0.2757950709935406,"score_spread":0.2604014365334086,"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."}}