{"id":"W4213438167","doi":"10.54947/9781936366576_ch05","title":"High-dose-rate Brachytherapy for Prostate","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Brachytherapy; Prostate brachytherapy; Prostate; Medicine; Dose rate; Radiology; Medical physics; Radiation therapy; 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":[0.0007750652,0.0004764143,0.0004147536,0.0009291486,0.0003135043,0.0008644472,0.0007314323,0.001165453,0.007842484],"category_scores_gemma":[0.000688891,0.0003520175,0.0003516491,0.0009267014,0.001157061,0.001223447,0.0006776443,0.002678183,0.004659069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105875,"about_ca_system_score_gemma":0.001297594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673865,"about_ca_topic_score_gemma":0.004895316,"domain_scores_codex":[0.999723,0.00005517025,0.00001992562,0.00004341842,0.0001440465,0.00001439945],"domain_scores_gemma":[0.9997841,0.00009983566,0.00002891116,0.00001130031,0.00006233023,0.00001348514],"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":[0.0000396852,0.00005542642,0.0001620514,0.002875423,0.00002291544,0.0003791552,0.0003519355,0.001113372,0.005480867,0.1258007,0.2562876,0.6074308],"study_design_scores_gemma":[0.000002950893,0.0000113953,0.0001958985,0.0004594699,0.0000043185,0.0008680373,0.00001520068,0.00007723403,0.0004098932,0.005624021,0.9923217,0.000009989009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006651848,0.8212116,0.01947116,0.009199075,0.004197127,0.00006946863,0.0001628191,0.0001960035,0.1448275],"genre_scores_gemma":[0.008069796,0.7262902,0.01931466,0.01236953,0.004264707,0.0001403306,0.0002172031,0.0002109517,0.2291226],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007842484,"threshold_uncertainty_score":0.0262357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478454905523984,"score_gpt":0.2989899690101242,"score_spread":0.2642054199548843,"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."}}