{"id":"W1979554304","doi":"10.1016/j.brachy.2011.02.038","title":"Should We Deliver High Dose-Rate Brachytherapy Boost for Prostate Cancer as a Single Fraction?","year":2011,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Oncology; Dose rate; Fraction (chemistry); Prostate; Medical physics; Internal medicine; Urology; Cancer; Radiation therapy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002486568,0.0004371292,0.0005645506,0.0001758353,0.0002333991,0.0000552348,0.0001253737,0.0002479261,0.002650268],"category_scores_gemma":[0.00002046747,0.0003575271,0.0003331029,0.0002886165,0.00009453198,0.0003057721,0.00001658093,0.0002098386,0.0001620066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031851,"about_ca_system_score_gemma":0.0001740526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124308,"about_ca_topic_score_gemma":0.0001876483,"domain_scores_codex":[0.9979732,0.00009532074,0.000426193,0.0006222268,0.0002819309,0.0006011354],"domain_scores_gemma":[0.998661,0.0001135175,0.0002074744,0.0004798055,0.0002646276,0.0002735187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01207764,0.002654165,0.4847703,0.0002291871,0.001509977,0.0003678201,0.004782328,0.000002022519,0.06145493,0.0009035477,0.006410116,0.4248379],"study_design_scores_gemma":[0.02810038,0.01259854,0.1522696,0.000491207,0.001046796,0.000228474,0.0004801933,0.001151874,0.2988136,0.007538145,0.4955213,0.001759905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827296,0.007628681,0.0004378307,0.004079152,0.0004704275,0.002736517,0.00008594018,0.000271307,0.001560578],"genre_scores_gemma":[0.9800759,0.004527878,0.003034309,0.003941191,0.0005650859,0.001338181,0.0001302978,0.0001551383,0.006232039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4891112,"threshold_uncertainty_score":0.9998876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442447162041127,"score_gpt":0.3079655117711863,"score_spread":0.1637207955670735,"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."}}