{"id":"W4244735314","doi":"10.1016/j.jaad.2021.06.703","title":"28076 Patient perceptions of aesthetic benefit: Comparing benign lesion clearance to other common aesthetic procedures","year":2021,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Lesion; Contouring; Surgery; Aesthetic value; Dermatology; Aesthetics","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":[0.0001120962,0.0001743223,0.0008907676,0.0001709608,0.0001147328,0.000006920022,0.0004748025,0.00007960441,0.00006439994],"category_scores_gemma":[0.00004641688,0.0001278891,0.0002766938,0.0004316805,0.0006376157,0.00005731311,0.0001736237,0.0004636727,0.00002242007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002819611,"about_ca_system_score_gemma":0.00004973024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004923626,"about_ca_topic_score_gemma":0.00002217855,"domain_scores_codex":[0.9980285,0.0003285191,0.0008873479,0.0001858161,0.0002787565,0.0002910259],"domain_scores_gemma":[0.9980994,0.00008345852,0.001329967,0.0002436443,0.0001536189,0.00008990524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002220299,0.002279804,0.7814373,0.0002419169,0.0006961131,0.0002264281,0.02756885,0.002102305,0.03851217,0.008705065,0.05120515,0.08480461],"study_design_scores_gemma":[0.00178503,0.0008890455,0.926502,0.0007001571,0.0003705773,0.02735348,0.01371791,0.00006425853,0.01309569,0.002866418,0.01219481,0.0004606745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713457,0.001683066,0.0001037,0.02585519,0.0001520962,0.0001273743,0.000006853221,0.000008241428,0.0007178287],"genre_scores_gemma":[0.9959735,0.0001467593,0.0008186156,0.002942071,0.00002930078,0.000006292262,2.344705e-7,0.00002346425,0.00005975614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450647,"threshold_uncertainty_score":0.5215166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774507171030113,"score_gpt":0.3411525659259859,"score_spread":0.3134074942156848,"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."}}