{"id":"W3166429837","doi":"10.1177/22925503211019618","title":"Hyaluronidase for Treating Complications Related to HA Fillers: A National Plastic Surgeon Survey","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; Impact","funders":"","keywords":"Hyaluronidase; Medicine; Plastic surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009799078,0.0001981102,0.0004785302,0.00041301,0.0001857796,0.00004663509,0.0000520819,0.0001039267,0.0004821993],"category_scores_gemma":[0.08968492,0.0002027818,0.0002306888,0.0008066993,0.00004407781,0.00007643163,0.00003348045,0.0001410763,0.0001167453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847772,"about_ca_system_score_gemma":0.0008345777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004940778,"about_ca_topic_score_gemma":0.00008021136,"domain_scores_codex":[0.9980045,0.0001444539,0.0006242662,0.0004229116,0.000452047,0.0003518469],"domain_scores_gemma":[0.9482377,0.05011191,0.0001212306,0.0002099385,0.001048773,0.0002704536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001053081,0.001465199,0.4612053,0.0002628746,0.0004981678,0.0002427255,0.0002877855,0.0008296531,0.008837837,0.003869515,0.5038782,0.01756957],"study_design_scores_gemma":[0.0009991585,0.0001236038,0.8696626,0.0006719257,0.00008112893,0.0001772673,0.0001030116,0.01164599,0.004313974,0.0003069305,0.1113262,0.0005881983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966878,0.0001324015,0.01875781,0.004474529,0.003173841,0.0007004272,0.0009523255,0.0006666065,0.004264047],"genre_scores_gemma":[0.9948336,0.00001346559,0.001174904,0.0007092599,0.0000374771,0.000240634,0.002070582,0.0000432126,0.0008768513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4084573,"threshold_uncertainty_score":0.9179831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06475418916688226,"score_gpt":0.3272665007368786,"score_spread":0.2625123115699964,"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."}}