{"id":"W4386986245","doi":"10.1016/j.brachy.2023.06.160","title":"PO59","year":2023,"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":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Androgen deprivation therapy; External beam radiotherapy; Adverse effect; Hormonal therapy; Genitourinary system; Radiation treatment planning; Radiation therapy; Prostate; Logistic regression; Quality of life (healthcare); Internal medicine; Urology; Oncology; Cancer","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":[0.0003599806,0.001352641,0.0006121887,0.001744804,0.001655812,0.00312463,0.0009304074,0.002020217,0.9141713],"category_scores_gemma":[0.001225698,0.0003847301,0.000584945,0.001167415,0.0007640131,0.001128886,0.001857951,0.001284205,0.861848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008478804,"about_ca_system_score_gemma":0.0009655129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656423,"about_ca_topic_score_gemma":0.003698641,"domain_scores_codex":[0.9997053,0.0000282676,0.00001407303,0.00009013531,0.0001079163,0.00005432446],"domain_scores_gemma":[0.9995236,0.00007763212,0.00002944819,0.00005909873,0.0001546562,0.0001555432],"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":[0.0001958811,0.0001730765,0.0004983103,0.000348131,0.00001422311,0.0003648759,0.0000831025,0.0001767881,0.003556137,0.01751566,0.6336284,0.3434455],"study_design_scores_gemma":[0.00002692841,0.00005910151,0.0007749093,0.0001049289,0.000004055571,0.0002015526,0.00003439069,0.00007133886,0.0004324616,0.001508926,0.9967766,0.000004932893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005152763,0.0003566894,0.0003784878,0.0004111147,0.0005259622,0.00006807115,0.00102897,0.0002964835,0.996419],"genre_scores_gemma":[0.0009901231,0.0001349797,0.0001414171,0.0001568663,0.00005793915,0.00002308463,0.000369806,0.00007736495,0.9980484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08582866,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846149094105076,"score_gpt":0.3200164142171987,"score_spread":0.291554923276148,"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."}}