{"id":"W4378695766","doi":"10.5114/dr.2023.127712","title":"Surgical pearl: a simple technique for treating facial epidermoidcyst","year":2023,"lang":"en","type":"article","venue":"Dermatology Review","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidermoid cyst; Medicine; Dermatology; Surgery","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":[0.000407539,0.000211744,0.001023488,0.0001117224,0.0001349508,0.000009625121,0.000102713,0.0001660287,0.0001638845],"category_scores_gemma":[0.000418978,0.0001681804,0.0003345612,0.0004237106,0.00006731374,0.00005040477,0.00005410703,0.0001790603,0.0003055134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002607382,"about_ca_system_score_gemma":0.00008123888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001338827,"about_ca_topic_score_gemma":0.000004447648,"domain_scores_codex":[0.9982989,0.0001334566,0.0006093596,0.0003434714,0.0001230914,0.000491725],"domain_scores_gemma":[0.9989942,0.0002959969,0.0001235258,0.0003377055,0.00008672207,0.0001618345],"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":[0.0002030881,0.0002280965,0.03137125,0.038304,0.0003385435,0.009094154,0.0002399642,7.687424e-7,0.003248471,0.003901995,0.8344705,0.07859919],"study_design_scores_gemma":[0.001508519,0.0001082739,0.001373856,0.002428419,0.0002541548,0.01353923,0.00004009535,0.0002078859,0.00152636,0.000549652,0.9781793,0.0002842024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2908336,0.3963244,0.00787932,0.2298174,0.00140034,0.03268244,0.0004666485,0.006430983,0.03416493],"genre_scores_gemma":[0.91831,0.05536928,0.0044886,0.01223951,0.0006753138,0.005676127,0.001502869,0.0001995302,0.001538747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6274765,"threshold_uncertainty_score":0.6858196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373519214745416,"score_gpt":0.3622191129952304,"score_spread":0.3248671915206888,"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."}}