{"id":"W4383499603","doi":"10.1093/asj/sjad216","title":"Understanding Platysma Muscle Contraction Pattern and Its Relationship to Platysmal Banding: A Real-Time Ultrasound Study","year":2023,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Isometric exercise; Isotonic; Medicine; Contraction (grammar); Anatomy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00237789,0.0001872615,0.0004027435,0.000865225,0.0004509255,0.0001399053,0.00005027678,0.0001149052,0.0001880564],"category_scores_gemma":[0.0004760895,0.0001716249,0.000136524,0.0006444542,0.00003074858,0.0002216593,0.00002226171,0.0003737137,0.0001479496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523841,"about_ca_system_score_gemma":0.0001340153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001727084,"about_ca_topic_score_gemma":0.000008123634,"domain_scores_codex":[0.9980716,0.0001996559,0.0005596175,0.0002591416,0.0005322925,0.0003776529],"domain_scores_gemma":[0.9978131,0.001356864,0.0001728532,0.0001494954,0.0001204826,0.0003871857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004233716,0.0004980551,0.8793451,0.00002171744,0.0001101771,0.001951096,0.003804366,0.00004359559,0.003984662,0.000459942,0.05495082,0.05440711],"study_design_scores_gemma":[0.002426332,0.0006836759,0.9475018,0.0006796677,0.0001687894,0.03127675,0.006085969,0.001221015,0.0005473025,0.001892173,0.006737421,0.0007790543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927943,0.00002073258,0.0006812916,0.004635938,0.0003494914,0.0004338406,0.00000452003,0.0002888234,0.0007910304],"genre_scores_gemma":[0.9988822,0.0001482081,0.00002599703,0.0002456603,0.00004757786,0.00001945079,0.00001431119,0.0000394445,0.0005772016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06815676,"threshold_uncertainty_score":0.6998659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454274679903375,"score_gpt":0.3242671198928815,"score_spread":0.1788396519025439,"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."}}