{"id":"W4318918234","doi":"10.1097/prs.0000000000010131","title":"Precision in Midfacial Volumization Using Ultrasound-Assisted Cannula Injections","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Cannula; Ultrasound; Medical physics; Radiology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002555985,0.0003836912,0.0002781033,0.0002862279,0.0001678485,0.0004573118,0.000251028,0.0003806591,0.001372781],"category_scores_gemma":[0.005929905,0.0002071761,0.00025931,0.0001278363,0.0006211601,0.0004413874,0.0004502578,0.0004253279,0.000236793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672011,"about_ca_system_score_gemma":0.0001970792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998987,"about_ca_topic_score_gemma":0.0001994218,"domain_scores_codex":[0.9987944,0.0004980331,0.00005857045,0.0001269237,0.0004440231,0.00007797319],"domain_scores_gemma":[0.9969652,0.001710002,0.0008015328,0.0002390689,0.0002016481,0.00008248437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01138482,0.001714354,0.2102207,0.0007519974,0.0002201653,0.001620419,0.002317343,0.002391397,0.3308907,0.0003972504,0.000821668,0.4372692],"study_design_scores_gemma":[0.001007748,0.05396268,0.7549711,0.000191812,0.0003514713,0.0251813,0.0007917805,0.008221615,0.1495766,0.0006302495,0.004998803,0.0001148296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904042,0.001760184,0.006777591,0.00005592801,0.00001100775,0.00005917933,0.00001656393,0.00005601416,0.0008592901],"genre_scores_gemma":[0.9962568,0.0002886371,0.003217465,0.00004098185,0.00002613271,0.00001816886,0.00001503236,0.000007385043,0.0001293365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002555985,"threshold_uncertainty_score":0.0135175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925586134808719,"score_gpt":0.2993028979772864,"score_spread":0.2600470366291992,"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."}}