{"id":"W4389914681","doi":"10.1016/j.yacs.2023.11.001","title":"Cannula Versus Needle for Rejuvenation of the Perioribital Region","year":2023,"lang":"en","type":"article","venue":"Advances in Cosmetic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Park; McGill University; Montreal General Hospital","funders":"","keywords":"Rejuvenation; Medicine; Cannula; Facial rejuvenation; Surgery; Cosmetic Techniques","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":[0.0009985499,0.0004561152,0.0005077508,0.00067983,0.0003984392,0.0007774964,0.0004998037,0.0006473292,0.00564193],"category_scores_gemma":[0.001402679,0.0001401761,0.0006891533,0.0005960552,0.0008098381,0.001323983,0.0003584946,0.001267273,0.001094141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158364,"about_ca_system_score_gemma":0.0004900787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00054636,"about_ca_topic_score_gemma":0.001073681,"domain_scores_codex":[0.9996384,0.00006207215,0.00003625629,0.00007515609,0.0001235224,0.00006451848],"domain_scores_gemma":[0.9993352,0.0002761327,0.0001759562,0.00008451573,0.00005583177,0.00007223039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00600835,0.001143167,0.006347735,0.002002282,0.00043216,0.009206151,0.0006755707,0.00090102,0.1847654,0.006003505,0.003740624,0.778774],"study_design_scores_gemma":[0.002959958,0.06018063,0.1056454,0.002113567,0.001903981,0.4393654,0.002384679,0.01131098,0.147458,0.008671551,0.2175367,0.0004691365],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7226451,0.1200135,0.1179572,0.002365347,0.002365157,0.0004050879,0.0002947589,0.001553026,0.03240085],"genre_scores_gemma":[0.9076541,0.02276258,0.05695746,0.00153208,0.0008421678,0.0001348512,0.0001458162,0.0002641911,0.009706783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00564193,"threshold_uncertainty_score":0.01887417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05723211583563258,"score_gpt":0.3480008107865438,"score_spread":0.2907686949509112,"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."}}