{"id":"W4410193745","doi":"10.1016/j.jaad.2025.03.099","title":"Transected squamous cell carcinoma in situ specimens referred for Mohs micrographic surgery: A retrospective chart review","year":2025,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Mohs surgery; Basal cell; Dermatology; Chart; Retrospective cohort study; In situ; Carcinoma in situ; Carcinoma; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007001885,0.0002659134,0.0003111256,0.003294875,0.0006035161,0.0007298058,0.0003667301,0.0002892728,0.002538328],"category_scores_gemma":[0.002261379,0.0003069019,0.0002754159,0.002217563,0.0005296347,0.0005632497,0.0005134593,0.0002861507,0.0005784613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006041509,"about_ca_system_score_gemma":0.001365579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004196463,"about_ca_topic_score_gemma":0.005113637,"domain_scores_codex":[0.9991884,0.0001071735,0.0002136524,0.0001912996,0.0001932228,0.0001062444],"domain_scores_gemma":[0.9951441,0.001299327,0.001390945,0.0005632081,0.001188696,0.0004137403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002902451,0.0000845011,0.9786907,0.0001989268,0.00003789636,0.009308037,0.00076358,0.00002753595,0.004803748,0.0001011928,0.0004435429,0.005249936],"study_design_scores_gemma":[0.00001776372,0.0004962997,0.962759,0.0001037689,0.0001445348,0.02412152,0.002885598,0.0001114385,0.004532761,0.00002917861,0.004780842,0.00001737605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923818,0.002162409,0.0004330367,0.00004423365,0.00002668441,0.0002346398,0.002478584,0.00001813737,0.002220539],"genre_scores_gemma":[0.9955658,0.001140474,0.0004250176,0.00005925368,0.00002128696,0.00007614827,0.002209089,0.000009723377,0.0004931823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004196463,"threshold_uncertainty_score":0.008491516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930321352968086,"score_gpt":0.3120241502587776,"score_spread":0.2927209367290968,"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."}}