{"id":"W2048239925","doi":"10.1016/j.radonc.2011.08.022","title":"Is single fraction 15Gy the preferred high dose-rate brachytherapy boost dose for prostate cancer?","year":2011,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"Windsor Regional Hospital; Hôtel-Dieu de Québec; Sunnybrook Health Science Centre","funders":"Abbott Canada","keywords":"Brachytherapy; Medicine; Prostate cancer; Dose fractionation; Prostate; Urology; Radiation therapy; Biopsy; External beam radiotherapy; Nuclear medicine; Toxicity; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000208538,0.0002147093,0.0004294199,0.00005610142,0.0001973815,0.00002233872,0.00006695838,0.0001564485,0.0004224161],"category_scores_gemma":[0.000007814933,0.0001363408,0.00009803896,0.0001016188,0.0001531838,0.0001057342,0.000009238383,0.0001411083,0.000003764726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007004392,"about_ca_system_score_gemma":0.000195756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006620032,"about_ca_topic_score_gemma":0.0003783355,"domain_scores_codex":[0.9988638,0.00008756303,0.0002586499,0.0003717685,0.00008384467,0.0003343413],"domain_scores_gemma":[0.9991859,0.0001776182,0.0001761035,0.000256191,0.00008587405,0.0001183427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01489451,0.002111219,0.03852191,0.0001457905,0.001367545,0.00005743242,0.01191685,0.000006497347,0.02415562,0.0007899827,0.0138008,0.8922318],"study_design_scores_gemma":[0.01773935,0.01421268,0.1963118,0.00009723595,0.0003075558,0.00008863602,0.0002818473,0.0002598724,0.03238064,0.001824116,0.7361788,0.000317483],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579105,0.01931687,0.000326662,0.0180832,0.0007458064,0.00269319,0.0001149161,0.00007933168,0.0007295215],"genre_scores_gemma":[0.9335988,0.04658385,0.00187531,0.01393296,0.0006364537,0.001814297,0.00004323667,0.00006762856,0.001447497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8919144,"threshold_uncertainty_score":0.5559818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05497364800278058,"score_gpt":0.3339837724686937,"score_spread":0.2790101244659131,"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."}}