{"id":"W4321487362","doi":"10.1016/j.clon.2023.02.010","title":"Advances in Skin Brachytherapy: Cosmesis and Function Preservation","year":2023,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Cosmesis; Brachytherapy; Medicine; Skin cancer; Radiation therapy; External beam radiotherapy; Radiology; Surgery; Cancer; 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":[0.004307023,0.0003584428,0.0008188082,0.0008921364,0.000376656,0.001490565,0.0006674341,0.0005003223,0.008972484],"category_scores_gemma":[0.004128738,0.0001619987,0.0005845181,0.001462575,0.0008920723,0.001139238,0.0006251325,0.001025626,0.0006235996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008917608,"about_ca_system_score_gemma":0.001313279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452396,"about_ca_topic_score_gemma":0.002803857,"domain_scores_codex":[0.998689,0.0007884898,0.000103166,0.0001056558,0.0002349446,0.00007879781],"domain_scores_gemma":[0.9955822,0.003249387,0.0004483795,0.000291363,0.0002947093,0.0001340681],"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":[0.008933029,0.002478683,0.03177262,0.01010605,0.0007413355,0.0006301322,0.001057027,0.001109507,0.05615211,0.0133795,0.004308385,0.8693317],"study_design_scores_gemma":[0.001873326,0.0679355,0.2432531,0.005779549,0.002582931,0.009389069,0.002706368,0.001151346,0.1104501,0.007097752,0.5476518,0.0001291956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2272429,0.7055938,0.003321809,0.005050457,0.0006947607,0.000255684,0.0003065625,0.00003440544,0.05749956],"genre_scores_gemma":[0.6725652,0.3078774,0.004600551,0.002232423,0.001840026,0.0002302109,0.0003847462,0.00007639418,0.01019318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008972484,"threshold_uncertainty_score":0.03001601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100096254851347,"score_gpt":0.4692694233457816,"score_spread":0.3691731684944347,"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."}}