{"id":"W2999001107","doi":"10.1016/j.brachy.2019.12.003","title":"High-dose-rate brachytherapy for localized penile cancer: Evolution of a technique","year":2020,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Genital Health and Disease","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital; Spinal Cord Injury BC; BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Penectomy; Urology; Meatal stenosis; Lung cancer; Nuclear medicine; Penile cancer; Radiation therapy; Surgery; Urethra; Penis; Internal medicine; Urethroplasty","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002002753,0.0002175819,0.000515883,0.00008555145,0.00008457399,0.000009110776,0.0001088657,0.0001442674,0.0003521375],"category_scores_gemma":[0.00007884233,0.0001937442,0.0002195844,0.0003676113,0.00007510583,0.0000945618,0.00001149923,0.0001480186,0.0000183389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142394,"about_ca_system_score_gemma":0.0006416157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004124827,"about_ca_topic_score_gemma":0.00002443124,"domain_scores_codex":[0.9985172,0.00007099801,0.0004611842,0.0003668402,0.0002123038,0.0003714895],"domain_scores_gemma":[0.9987359,0.00007935931,0.0001986044,0.0002782535,0.0002302939,0.0004775683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0886775,0.002186223,0.03831664,0.007303203,0.0002966504,0.00008892603,0.001646378,0.0003892132,0.6963748,0.01165981,0.02778302,0.1252777],"study_design_scores_gemma":[0.116668,0.03130495,0.1605589,0.0006372927,0.0009891945,0.000153526,0.000822977,0.01764988,0.3681831,0.02394515,0.2763703,0.002716709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043948,0.01411675,0.0578691,0.015802,0.000360319,0.006335932,0.0004232683,0.0003855442,0.0003122653],"genre_scores_gemma":[0.9865489,0.0001826587,0.005654489,0.005824808,0.0004661312,0.0009539014,0.00007090648,0.00005891358,0.0002393017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3281917,"threshold_uncertainty_score":0.7900658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467910374811875,"score_gpt":0.3191070664120543,"score_spread":0.2944279626639355,"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."}}