{"id":"W4401793603","doi":"10.1097/scs.0000000000010531","title":"Using a Zipper Device to Minimize Scarring After Excision of Facial Nevi in Pediatric Patients","year":2024,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Zipper; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003791394,0.0001919143,0.0003558353,0.0002607668,0.0001876342,0.0002016855,0.0002593481,0.0002851213,0.002086617],"category_scores_gemma":[0.001263847,0.00005621546,0.0002703425,0.0001515778,0.0001851777,0.0002070882,0.0001450062,0.000216047,0.0002182379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384872,"about_ca_system_score_gemma":0.0002273956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001680931,"about_ca_topic_score_gemma":0.0003617652,"domain_scores_codex":[0.9997122,0.00007806053,0.00003488837,0.0000340011,0.0001126531,0.00002821993],"domain_scores_gemma":[0.9990612,0.0002574005,0.0005048212,0.00003691731,0.00007492068,0.00006470199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005231024,0.002056261,0.3234641,0.003757141,0.0004514253,0.003114665,0.0003087737,0.0004951631,0.02098051,0.0002346057,0.001856474,0.6380498],"study_design_scores_gemma":[0.001410604,0.06405781,0.8422206,0.00164257,0.0008581498,0.05031145,0.001116647,0.001175437,0.02053759,0.000273014,0.01635062,0.00004548958],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743683,0.02199889,0.001271886,0.0001784007,0.00006183959,0.0001112483,0.00009063195,0.00002871177,0.001890141],"genre_scores_gemma":[0.9903961,0.006317945,0.002571642,0.000129136,0.00007718966,0.00008076163,0.0001191928,0.000005101085,0.0003028104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002086617,"threshold_uncertainty_score":0.006980419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05805010708342773,"score_gpt":0.3583991141360283,"score_spread":0.3003490070526005,"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."}}