{"id":"W2729996436","doi":"10.1038/nrurol.2017.76","title":"The evolution of brachytherapy for prostate cancer","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Brachytherapy; Medicine; Prostate cancer; Radiation therapy; External beam radiotherapy; Prostate; Cancer; Surgery; 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":[0.001558628,0.0009254198,0.001762766,0.002966684,0.0003455963,0.001753059,0.001283203,0.001747665,0.00460651],"category_scores_gemma":[0.002848699,0.0004317854,0.0009127798,0.002973241,0.0009057524,0.002266096,0.001266004,0.002717305,0.001452059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127067,"about_ca_system_score_gemma":0.002230209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725652,"about_ca_topic_score_gemma":0.004259859,"domain_scores_codex":[0.9994183,0.0001448574,0.00009231108,0.00008699166,0.0002091151,0.00004851952],"domain_scores_gemma":[0.9984825,0.0009845395,0.0001706703,0.00003344905,0.0002555693,0.00007328972],"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":[0.00008507976,0.00003406994,0.0002131348,0.0370317,0.0001646903,0.0001701257,0.00008676865,0.0004462582,0.000828822,0.005750181,0.03707436,0.9181148],"study_design_scores_gemma":[0.00001859337,0.00005573531,0.0005712592,0.009039352,0.0001758366,0.0008806782,0.00006131335,0.00008038623,0.0001803081,0.001979693,0.9869364,0.00002057445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003171504,0.9989578,0.00005695613,0.0003250654,0.0001944491,0.000001741575,0.00001037403,0.000003293048,0.0004186266],"genre_scores_gemma":[0.0004128069,0.9984648,0.0001160154,0.0004893466,0.000255344,0.000002593686,0.00001524865,0.000002064692,0.0002416726],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00460651,"threshold_uncertainty_score":0.0154103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06606440982783462,"score_gpt":0.4425446205907251,"score_spread":0.3764802107628905,"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."}}