{"id":"W4386986185","doi":"10.1016/j.brachy.2023.06.164","title":"PO63","year":2023,"lang":"hr","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Prostate; External beam radiotherapy; Androgen deprivation therapy; Radiation therapy; Nuclear medicine; Biopsy; Implant; External beam radiation; Limiting; Radiation treatment planning; Urology; Cancer; Radiology; Oncology; Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003490568,0.001054303,0.0005237482,0.001484251,0.001456227,0.003151405,0.0006799709,0.001942117,0.8569707],"category_scores_gemma":[0.001115527,0.0003501182,0.0004914236,0.001111564,0.0007869757,0.0009973353,0.00150344,0.00137863,0.7918057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006934643,"about_ca_system_score_gemma":0.0008643038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088093,"about_ca_topic_score_gemma":0.003157605,"domain_scores_codex":[0.9997475,0.00002581401,0.00001216952,0.00007619034,0.00009570582,0.00004269979],"domain_scores_gemma":[0.9995491,0.00008149495,0.00003119729,0.00006501994,0.000133968,0.0001391962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002303065,0.000214696,0.0007301898,0.0003713233,0.00001718121,0.0004471167,0.0001368399,0.0002044522,0.005153332,0.02282931,0.5326086,0.4370566],"study_design_scores_gemma":[0.0000226049,0.00006529183,0.0009277925,0.00008738263,0.000004579155,0.0002421247,0.00003799957,0.00006403715,0.0005350134,0.001868134,0.9961402,0.000004861486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008172169,0.0004590442,0.0004738849,0.0006308862,0.0005048827,0.00005395228,0.0007191234,0.0003086101,0.9960323],"genre_scores_gemma":[0.00143049,0.00015964,0.0001545204,0.0001813044,0.00006896329,0.00001872584,0.0002445471,0.00006167489,0.9976801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1430293,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224339841122283,"score_gpt":0.3199833245628505,"score_spread":0.2877399261516277,"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."}}