{"id":"W3178710083","doi":"10.1016/j.brachy.2021.05.005","title":"Acute and late complications and toxicities of skin brachytherapy","year":2021,"lang":"en","type":"review","venue":"Brachytherapy","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Brachytherapy; Radiation therapy; Malignancy; External beam radiation; Radiation treatment planning; Radiology; Skin cancer; External beam radiotherapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001354574,0.0004738042,0.002502371,0.0001976397,0.0001163995,0.00003363009,0.0001073945,0.0002433764,0.00006218422],"category_scores_gemma":[0.00001522633,0.0003873886,0.0003062695,0.0002922438,0.0003698585,0.00006556122,0.0000878463,0.0003234951,0.000004899801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005949855,"about_ca_system_score_gemma":0.0002132769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001623602,"about_ca_topic_score_gemma":0.00001455411,"domain_scores_codex":[0.998199,0.0001130482,0.0006448514,0.0005566305,0.0002203723,0.0002660681],"domain_scores_gemma":[0.9984867,0.0002990468,0.0003939403,0.0005890108,0.0001152348,0.0001160644],"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":[0.0000211147,0.00007394283,0.0002680589,0.003924041,0.001731953,0.00003371944,0.000420036,3.211037e-8,0.00001392222,0.0005740216,0.0004796144,0.9924595],"study_design_scores_gemma":[0.0008951632,0.0002717311,0.00325802,0.006893603,0.0007241683,0.0007870164,0.0000491743,0.000001705968,0.00002695076,0.0001299057,0.9866295,0.0003330321],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009970636,0.9960061,0.00005512322,0.0004370846,0.0001184043,0.0009358822,0.0001669611,0.00003871423,0.001244633],"genre_scores_gemma":[0.000110291,0.9962993,0.001591565,0.0004897979,0.0001702459,0.0002121257,0.0001193545,0.00009590936,0.0009113835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9921265,"threshold_uncertainty_score":0.9998578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796975116261999,"score_gpt":0.378337594482905,"score_spread":0.330367843320285,"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."}}