{"id":"W4415134341","doi":"10.1093/asjof/ojaf109","title":"The Patient Voice in Aesthetic Medicine: Findings From a Global Survey of Cosmetic Neurotoxin Patients","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal Open Forum","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AbbVie Canada; Allergan Aesthetics","keywords":"Neurotoxin; MEDLINE; Patient care","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00231109,0.0003177907,0.000804236,0.0002103755,0.0004368306,0.0001452465,0.0009863237,0.0001155751,0.0001647271],"category_scores_gemma":[0.0005880033,0.0002130359,0.0001769956,0.001116905,0.000456038,0.0001749252,0.0004426552,0.0004918393,0.00008426385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234457,"about_ca_system_score_gemma":0.0002303169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008046605,"about_ca_topic_score_gemma":0.001998786,"domain_scores_codex":[0.9956418,0.001330923,0.001417169,0.0004051096,0.0004747897,0.0007302473],"domain_scores_gemma":[0.9966791,0.00162751,0.0005653085,0.0006127314,0.0003825901,0.0001328137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004900089,0.0003112467,0.6746577,0.000001379771,0.00005114164,0.00007998719,0.0004211094,0.00000187263,9.874251e-7,0.0003581289,0.2218074,0.1018191],"study_design_scores_gemma":[0.002107551,0.0003874488,0.9320099,0.0004234761,0.00004493383,0.0002708391,0.001525476,0.000008770879,0.00001249121,0.004817896,0.05812985,0.0002613507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598283,0.002497818,0.00002824361,0.02866292,0.002761097,0.0006876001,0.00004713049,0.00001183128,0.005475127],"genre_scores_gemma":[0.9958955,0.0002250431,0.00001895782,0.00350822,0.000004856368,0.00006972256,0.00001625938,0.00002322388,0.0002381952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2573522,"threshold_uncertainty_score":0.9985589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026297313609604,"score_gpt":0.3307069034456996,"score_spread":0.3004439303096036,"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."}}