{"id":"W3025499886","doi":"10.1016/j.brachy.2020.04.004","title":"The American Brachytherapy society consensus statement for skin brachytherapy","year":2020,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Brachytherapy; Medicine; Medical physics; Radiation treatment planning; External beam radiotherapy; Radiation therapy; Radiology","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":[0.09461224,0.001531626,0.003329653,0.008491925,0.003561639,0.005784169,0.007811013,0.01398107,0.006403075],"category_scores_gemma":[0.1140929,0.001787558,0.006773196,0.006678857,0.003064097,0.002456443,0.005132331,0.01157918,0.005761929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005474109,"about_ca_system_score_gemma":0.03315293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658187,"about_ca_topic_score_gemma":0.02543998,"domain_scores_codex":[0.94481,0.02433675,0.01412546,0.002105002,0.01232825,0.002294452],"domain_scores_gemma":[0.8589925,0.04253653,0.01487941,0.005070612,0.0704308,0.008090157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005243141,0.0003444815,0.007269815,0.01018141,0.0006117006,0.0006301195,0.0008268948,0.0007327115,0.002550625,0.008334056,0.7392567,0.2287371],"study_design_scores_gemma":[0.0004091013,0.0001788461,0.01324809,0.02182316,0.0006562013,0.001603933,0.0007282317,0.0004989869,0.001273359,0.006556248,0.9528585,0.0001653623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.009461848,0.2416883,0.08109047,0.4680384,0.080598,0.0131187,0.01284904,0.001618786,0.09153633],"genre_scores_gemma":[0.04779306,0.1595418,0.4309511,0.1968785,0.03006013,0.02710618,0.0343914,0.001455791,0.07182207],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09461224,"threshold_uncertainty_score":0.5003633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574948410565877,"score_gpt":0.3327519665728915,"score_spread":0.2970024824672328,"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."}}