{"id":"W2100214328","doi":"10.5489/cuaj.12121","title":"The best method for dose escalation: Prostate brachytherapy","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Brachytherapy; Prostate brachytherapy; De-escalation; Prostate; Medicine; Urology; Medical physics; Radiology; Radiation therapy; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004225801,0.001426053,0.002620632,0.002574387,0.001323135,0.003317208,0.002359923,0.001662338,0.01644659],"category_scores_gemma":[0.01043745,0.0008812333,0.001626472,0.00165765,0.001101528,0.002039032,0.001873343,0.003774581,0.008327667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169616,"about_ca_system_score_gemma":0.001645254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464474,"about_ca_topic_score_gemma":0.002235428,"domain_scores_codex":[0.9934628,0.002080626,0.0004623975,0.0007774918,0.002979359,0.0002373481],"domain_scores_gemma":[0.9979285,0.0005006974,0.0004083822,0.0005263936,0.0004360256,0.0002000087],"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":[0.0007920975,0.0005797909,0.002439089,0.002770826,0.0006244495,0.0002135839,0.0002286553,0.006291398,0.01843761,0.01048266,0.07540067,0.8817391],"study_design_scores_gemma":[0.001733591,0.003022525,0.01174426,0.003827789,0.0008824163,0.007654259,0.0001905119,0.01393281,0.04273011,0.04430147,0.8695635,0.0004167049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01250829,0.1256994,0.7384876,0.03431018,0.005540038,0.003027858,0.001640022,0.006823298,0.0719633],"genre_scores_gemma":[0.2224786,0.0538795,0.6546566,0.02261004,0.003659603,0.003275582,0.001136054,0.005590759,0.03271332],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01644659,"threshold_uncertainty_score":0.05501932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439918770258096,"score_gpt":0.3041202477514883,"score_spread":0.2797210600489073,"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."}}