{"id":"W4312066532","doi":"10.1097/gox.0000000000004639","title":"Ultrasound as an Educational Tool in Facial Aesthetic Injections","year":2022,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Ultrasound; Visualization; Injector; Medicine; SAFER; Biomedical engineering; Medical physics; Computer science; Radiology; Artificial intelligence; Engineering","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":[0.001745635,0.0003928051,0.0002078165,0.0007784404,0.0003427918,0.0007140192,0.0003425551,0.0009078368,0.01305623],"category_scores_gemma":[0.003332549,0.0001137029,0.0001918503,0.0002585553,0.0005614116,0.0007664965,0.001110256,0.001255271,0.003054289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735907,"about_ca_system_score_gemma":0.0005648031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318845,"about_ca_topic_score_gemma":0.0007162436,"domain_scores_codex":[0.999404,0.0003060369,0.00002367516,0.00002592527,0.0001780517,0.00006235486],"domain_scores_gemma":[0.9987436,0.0008438394,0.00006803386,0.00004797574,0.0001290515,0.000167633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002517796,0.001592258,0.002523247,0.0009150165,0.00001042576,0.001547684,0.002331162,0.0004039184,0.01023978,0.005247154,0.02750244,0.9474351],"study_design_scores_gemma":[0.0004622011,0.007209994,0.03944608,0.00699457,0.0001767686,0.04186546,0.007885098,0.005621152,0.0467463,0.02188428,0.8215158,0.0001923423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3140566,0.08822355,0.1445658,0.05608713,0.00652609,0.001093012,0.0002728291,0.003672821,0.3855022],"genre_scores_gemma":[0.7044294,0.0659491,0.1442856,0.009722785,0.004630397,0.0006468823,0.0001742645,0.0003694175,0.06979222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01305623,"threshold_uncertainty_score":0.04367739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399084252838255,"score_gpt":0.3163611749094801,"score_spread":0.2923703323810975,"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."}}