{"id":"W4200605608","doi":"10.1016/s1470-2045(21)00406-x","title":"Should brachytherapy be added to external beam radiotherapy for prostate cancer?","year":2021,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Brachytherapy; External beam radiotherapy; Prostate cancer; External beam radiation; Radiation therapy; Medicine; Beam (structure); Radiology; Medical physics; Oncology; Cancer; Internal medicine; Physics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.009062691,0.0007517335,0.002603658,0.001360548,0.001123585,0.003907335,0.002211276,0.009750634,0.01693152],"category_scores_gemma":[0.04803894,0.0009906646,0.002933255,0.001910111,0.003481281,0.005532475,0.001468485,0.01269109,0.004921291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024235,"about_ca_system_score_gemma":0.006050266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005203251,"about_ca_topic_score_gemma":0.01449835,"domain_scores_codex":[0.9941837,0.001814496,0.0008458365,0.0006236052,0.002050812,0.0004815429],"domain_scores_gemma":[0.9763998,0.0152587,0.002518763,0.001219259,0.003066364,0.001537104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.007619884,0.0005585584,0.007287223,0.005566401,0.001468552,0.001812711,0.0004286913,0.001598453,0.003511383,0.02773956,0.30942,0.6329886],"study_design_scores_gemma":[0.001860885,0.002101089,0.02149136,0.005865497,0.002068511,0.004332092,0.000706513,0.0006042239,0.001628047,0.0391262,0.9199219,0.0002936084],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007288296,0.2898789,0.001305015,0.6178511,0.05566421,0.00003829462,0.0006179432,0.000171837,0.02718438],"genre_scores_gemma":[0.1107628,0.1858489,0.006638443,0.5076218,0.1740253,0.000118716,0.0007180682,0.0003216199,0.01394436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01693152,"threshold_uncertainty_score":0.05664164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09168546390392768,"score_gpt":0.4102486596025015,"score_spread":0.3185631956985738,"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."}}