{"id":"W4379209380","doi":"10.1016/j.brachy.2023.05.001","title":"Optimizing surface mould brachytherapy for treatment of nasal basal cell carcinoma using customized applicators","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cosmesis; Brachytherapy; Common Terminology Criteria for Adverse Events; Nuclear medicine; Radiology; Surgery; Radiation therapy","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":[0.0001964636,0.0003470086,0.0002477026,0.0003155738,0.0001704715,0.0004562204,0.0002945553,0.0002468099,0.001182587],"category_scores_gemma":[0.0004144483,0.0002681572,0.0004841122,0.0003298862,0.0001960145,0.0002764959,0.0003315655,0.0002669755,0.0002776993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00041065,"about_ca_system_score_gemma":0.000504082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008382121,"about_ca_topic_score_gemma":0.002034515,"domain_scores_codex":[0.9998415,0.00001374604,0.000008757436,0.00002512574,0.00008146455,0.00002953085],"domain_scores_gemma":[0.9998615,0.00003748079,0.00004627911,0.0000199103,0.00002346141,0.00001143658],"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":[0.0001595994,0.00004726681,0.001756617,0.0001788449,0.00002905518,0.0001273339,0.00009705125,0.01464177,0.961017,0.0006003592,0.0004108666,0.02093422],"study_design_scores_gemma":[0.00006713046,0.0008534635,0.02024495,0.00003337376,0.0001493982,0.001696067,0.00009155874,0.0503391,0.9140468,0.0004013839,0.01198986,0.00008698577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173097,0.002821997,0.1709409,0.0002053913,0.0001310375,0.0002482054,0.0002650685,0.0009713741,0.007106223],"genre_scores_gemma":[0.9559246,0.0005528239,0.04161643,0.00003436441,0.00001901976,0.00005190752,0.00007031631,0.0002993848,0.001431124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001182587,"threshold_uncertainty_score":0.003956139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124712197220718,"score_gpt":0.3347647481288817,"score_spread":0.2835176261566745,"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."}}