{"id":"W4407593594","doi":"10.25259/jcas_67_2024","title":"Surgical Innovation: Ultrasound gel – A dermal filler training tool for young injectors","year":2025,"lang":"en","type":"article","venue":"Journal of Cutaneous and Aesthetic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Filler (materials); Ultrasound; Injector; Radiology; Composite material; Mechanical engineering; 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":[0.0008224326,0.0003877233,0.0001755623,0.0005591257,0.000290155,0.0003329177,0.0004413592,0.0008167135,0.01015269],"category_scores_gemma":[0.0008363927,0.0001165376,0.0005515211,0.0001531968,0.000489968,0.0006625775,0.0008236581,0.0008902908,0.003168847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126802,"about_ca_system_score_gemma":0.0003870849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000268895,"about_ca_topic_score_gemma":0.0006653779,"domain_scores_codex":[0.9997075,0.00005046191,0.0000184304,0.0000376257,0.0001362117,0.00004963728],"domain_scores_gemma":[0.9995784,0.0001052091,0.00005657542,0.00003199814,0.00005496241,0.0001728161],"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":[0.0005517511,0.002093222,0.005461553,0.001344449,0.00005190828,0.006155992,0.001193077,0.0005719871,0.137744,0.00301717,0.02363475,0.8181801],"study_design_scores_gemma":[0.0006510701,0.02056913,0.06901527,0.001559471,0.0002436504,0.1459804,0.001868362,0.005160717,0.10852,0.006714421,0.6393911,0.0003264701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6491895,0.03636131,0.1679865,0.01739239,0.006052025,0.001329311,0.0004327713,0.003710833,0.1175454],"genre_scores_gemma":[0.6154483,0.02670566,0.2261364,0.009983377,0.005673095,0.0008384591,0.0004705478,0.0004497846,0.1142944],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01015269,"threshold_uncertainty_score":0.03396416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397003963351051,"score_gpt":0.2960749951022973,"score_spread":0.2721049554687868,"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."}}