{"id":"W4300689360","doi":"10.1097/scs.0000000000009019","title":"A Novel Punch Technique for Facial Pigmented Melanocytic Nevus","year":2022,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Forehead; Nevus; Dermatology; Cheek; Eyelid; Melanocytic nevus; Nevus of Ota; Punch Biopsy; Biopsy; Nose; Surgery; Patient satisfaction; Melanoma; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009866469,0.0001432001,0.0006232605,0.0003857188,0.0002881715,0.00002305212,0.0001210474,0.00007469582,0.0004838934],"category_scores_gemma":[0.0003277637,0.0001042465,0.0005401132,0.000285904,0.00005993487,0.00008375128,0.00006427402,0.0003901967,0.0000035266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749474,"about_ca_system_score_gemma":0.0006699991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002002196,"about_ca_topic_score_gemma":6.32756e-7,"domain_scores_codex":[0.9981289,0.0000701444,0.0006156004,0.0001382718,0.0007076962,0.0003393712],"domain_scores_gemma":[0.9988365,0.0002810324,0.0003149573,0.0001272007,0.0002511579,0.0001891975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02032235,0.01071105,0.1818712,0.0008418499,0.003232969,0.009045261,0.001202776,0.0001568893,0.5143895,0.0008850185,0.1663008,0.09104043],"study_design_scores_gemma":[0.01528275,0.003674682,0.08992649,0.0002607862,0.0007954843,0.02795029,0.001280191,0.0001500665,0.01574151,0.001336569,0.8428491,0.0007520168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518202,0.0006713647,0.02934769,0.009060677,0.003446568,0.002595425,0.0002617774,0.00007779941,0.002718489],"genre_scores_gemma":[0.9969231,0.00006326897,0.0012152,0.0004056096,0.0003537268,0.0001325542,0.00001804199,0.00002619538,0.0008622753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6765484,"threshold_uncertainty_score":0.5298293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538234095416174,"score_gpt":0.3263153428487746,"score_spread":0.2709330018946129,"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."}}