{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003321641,0.000209309,0.001944687,0.0005243012,0.00005035611,0.000002755549,0.0002992497,0.00009252747,0.000008052019],"category_scores_gemma":[0.0002795201,0.0001502176,0.0006242207,0.001202267,0.0005333981,0.00004566693,0.00005126186,0.0006691324,7.777077e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833101,"about_ca_system_score_gemma":0.0002342178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002166132,"about_ca_topic_score_gemma":0.00001565064,"domain_scores_codex":[0.9978406,0.0002539413,0.001119535,0.0002117068,0.0002300698,0.0003441281],"domain_scores_gemma":[0.9976167,0.0005682755,0.001405893,0.0001887611,0.0001512178,0.00006916736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00180538,0.0004339567,0.893454,0.00255948,0.0003971619,0.0001207895,0.0003342693,0.000001064439,0.03369907,0.0001005257,0.06605294,0.001041337],"study_design_scores_gemma":[0.002133108,0.0002709966,0.9515457,0.001258239,0.0006164936,0.001908407,0.0001740647,0.000003799641,0.03354838,0.0003164807,0.008088684,0.0001356065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8899188,0.03907288,0.00003029422,0.06970894,0.0001836684,0.0006202623,0.00001492966,0.000006816144,0.0004434254],"genre_scores_gemma":[0.9871907,0.007731037,0.0003509901,0.004567447,0.00006361463,0.00002333333,0.000001041605,0.00001932438,0.00005248038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09727195,"threshold_uncertainty_score":0.6125694,"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."}}