{"id":"W3125628418","doi":"10.1097/dss.0000000000002917","title":"An Objective, Quantitative Assessment of Flexible Hyaluronic Acid Fillers in Lip and Perioral Enhancement","year":2021,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Medicine; Wrinkle; Hyaluronic acid; Lower lip; Upper lip; Filler (materials); Dentistry; Orthodontics; Surgery; Materials science; Anatomy; Composite material","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":[0.0003947956,0.0001264861,0.0005278572,0.0002491302,0.00003727524,0.00001025687,0.00003171578,0.00009238146,0.0004873601],"category_scores_gemma":[0.0002385029,0.0001140036,0.00009255466,0.0003392552,0.0001114061,0.0001173378,0.00002943346,0.0001365822,0.000002640689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007628724,"about_ca_system_score_gemma":0.0004043423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002758837,"about_ca_topic_score_gemma":0.0000128407,"domain_scores_codex":[0.9987113,0.0002044862,0.00039884,0.0002610403,0.0002113622,0.0002128943],"domain_scores_gemma":[0.999163,0.0003032366,0.0001096225,0.0001911479,0.0001496991,0.00008328437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185233,0.0007594715,0.9590488,0.0001267158,0.00007008928,0.0007272903,0.0007222226,0.000005079681,0.02113462,0.004946757,0.002846812,0.009493589],"study_design_scores_gemma":[0.0006442394,0.0002629407,0.7602776,0.0003070039,0.00002763715,0.0002544683,0.00498415,0.001708166,0.2252465,0.0004219972,0.005538728,0.0003265118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910678,0.0007270834,0.0007490526,0.001179823,0.0001456355,0.0001671343,0.000005436134,0.00006527592,0.005892756],"genre_scores_gemma":[0.995429,0.0003836177,0.00293432,0.001037564,0.000003258194,0.00005048919,0.00005023467,0.000009067748,0.0001024558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041119,"threshold_uncertainty_score":0.5336252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528556645837676,"score_gpt":0.3705791072518145,"score_spread":0.3252935407934378,"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."}}