{"id":"W3186806207","doi":"10.12788/cutis.0276","title":"Reporting Biopsy Margin Status for Cutaneous Basal Cell Carcinoma: To Do or Not to Do","year":2021,"lang":"en","type":"letter","venue":"Cutis","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta Hospital","funders":"","keywords":"Medicine; Basal cell carcinoma; Margin (machine learning); Biopsy; Dermatology; Basal cell; Pathology","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":[0.0002557367,0.0006762174,0.001612812,0.0003266797,0.0001815334,0.0001130283,0.0002607771,0.000588042,0.0007286],"category_scores_gemma":[0.00140396,0.0005923607,0.0003782387,0.0004784173,0.00006574275,0.00003165543,0.0004240161,0.001048565,0.0001786433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008572105,"about_ca_system_score_gemma":0.0007885024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003897682,"about_ca_topic_score_gemma":0.00006231063,"domain_scores_codex":[0.9949895,0.00005204457,0.001434827,0.001445377,0.0007292348,0.001349008],"domain_scores_gemma":[0.9966958,0.0004450766,0.0008145243,0.001286982,0.0003854041,0.0003722678],"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":[0.0005241098,0.00003550679,0.01004096,0.001440092,0.0001635842,0.04451974,0.001089858,0.000001534328,0.0004451304,0.000001543539,0.9390242,0.002713806],"study_design_scores_gemma":[0.0009756292,0.0007347298,0.008745357,0.0005973528,0.0004146265,0.002752342,0.0004024248,0.00000216816,0.003856568,0.00001042378,0.9807653,0.0007430761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1778338,0.004310362,0.001158853,0.7814159,0.009258293,0.006743715,0.002750539,0.0002345741,0.01629395],"genre_scores_gemma":[0.09646697,0.0001369118,0.04191661,0.7323601,0.0196333,0.001248388,0.0009606856,0.000638084,0.1066389],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09034497,"threshold_uncertainty_score":0.9996528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686627015474114,"score_gpt":0.3196533627772893,"score_spread":0.2727870926225482,"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."}}