{"id":"W4389560492","doi":"10.2196/50403","title":"Hyaluronidase for Dermal Filler Complications: Review of Applications and Dosage Recommendations","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hyaluronidase; Filler (materials); Blindness; Surgery; Optometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139501,0.00007013106,0.0002508831,0.000163107,0.00007997589,0.000003269771,0.00004818849,0.00006369968,0.0001006328],"category_scores_gemma":[0.0001272096,0.00006637964,0.00006531421,0.0003067926,0.00007816389,0.00003629571,0.00002749548,0.00006084742,0.00003474681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001128423,"about_ca_system_score_gemma":0.00004872144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001655064,"about_ca_topic_score_gemma":0.000001406644,"domain_scores_codex":[0.9993167,0.00003432923,0.000323009,0.0001430177,0.00006210776,0.0001208411],"domain_scores_gemma":[0.9992242,0.0002529898,0.00009395874,0.0002085232,0.000159722,0.00006062233],"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":[0.00002195114,0.0001806122,0.003187839,0.004856998,0.00004903866,0.00000520543,0.00009332188,1.25707e-7,0.001445972,0.03778083,0.8571873,0.09519077],"study_design_scores_gemma":[0.0003012312,0.00002349365,0.005302897,0.0005396502,0.00002286674,0.0001387356,0.00002805441,0.0002192294,0.0008989835,0.0008126055,0.9916476,0.00006464522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01152372,0.01449435,0.04819892,0.8850889,0.0001960253,0.01425519,0.0006100468,0.001593733,0.02403913],"genre_scores_gemma":[0.6750588,0.09833528,0.04638045,0.1177762,0.0001042614,0.04775001,0.009513684,0.0001695185,0.004911782],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7673127,"threshold_uncertainty_score":0.2706883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04034201242146505,"score_gpt":0.3900692656460483,"score_spread":0.3497272532245832,"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."}}