{"id":"W2330572286","doi":"10.1016/j.brachy.2013.01.153","title":"Ultrasound-Planned High-Dose-Rate Prostate Brachytherapy: Dose Painting to Escalate Dose to the Dominant Intraprostatic Nodule","year":2013,"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":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate; Nuclear medicine; Ultrasound; Brachytherapy; Radiology; Prostate brachytherapy; Radiation therapy; Cancer; Internal medicine","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":[0.0008526483,0.0005997072,0.0005262531,0.0008430547,0.0003631418,0.0009303134,0.0010312,0.0007817299,0.003453803],"category_scores_gemma":[0.001933116,0.0007603184,0.0009043369,0.0008133472,0.000680782,0.0006756371,0.0006502669,0.001168909,0.0006253485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000620729,"about_ca_system_score_gemma":0.000669303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895575,"about_ca_topic_score_gemma":0.002662644,"domain_scores_codex":[0.9996948,0.00007666255,0.00001991989,0.00006883688,0.00008367495,0.0000561086],"domain_scores_gemma":[0.9996437,0.0001645437,0.00007026941,0.00005367961,0.00002036135,0.00004736739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004374554,0.001502437,0.006603575,0.001050999,0.0004915241,0.0009596195,0.0009964936,0.06220276,0.7144024,0.004093861,0.003768048,0.1995536],"study_design_scores_gemma":[0.003048176,0.01660482,0.0708079,0.0003206173,0.001793777,0.01066723,0.0003590377,0.1916234,0.6654446,0.004226498,0.03467827,0.0004257283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6129636,0.01473976,0.3305417,0.002366974,0.000357613,0.000938123,0.0004054648,0.003596831,0.03408989],"genre_scores_gemma":[0.9085004,0.001915153,0.08410081,0.0003565566,0.00007215754,0.0001469992,0.00008352177,0.0006778048,0.004146646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003453803,"threshold_uncertainty_score":0.01155406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120668841293256,"score_gpt":0.2613169069700779,"score_spread":0.2501102185571454,"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."}}