{"id":"W2090024471","doi":"10.1055/s-2001-17759","title":"Surgical Options for Aesthetic Enhancement of the Neck","year":2001,"lang":"en","type":"article","venue":"Facial Plastic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Feature (linguistics); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841506,0.0001115615,0.0003226658,0.0001219902,0.00009499946,0.000008408145,0.00005934235,0.00008520782,0.0003768558],"category_scores_gemma":[0.001055422,0.00007857876,0.0003313674,0.0002742533,0.0001030741,0.00003553588,0.00002246912,0.00008598806,0.00001870256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004278366,"about_ca_system_score_gemma":0.0001801927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316215,"about_ca_topic_score_gemma":0.00000559657,"domain_scores_codex":[0.9989179,0.0000356889,0.0003852103,0.0001525713,0.0002922505,0.0002163341],"domain_scores_gemma":[0.9985093,0.0009807416,0.00009941842,0.0001868037,0.000139058,0.00008467287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004489555,0.003106555,0.4733239,0.0003011808,0.0002343662,0.0002384156,0.0004502268,0.00009761688,0.01549597,0.0149909,0.2533334,0.2339379],"study_design_scores_gemma":[0.0005666217,0.0001129808,0.02227388,0.0002056366,0.00004846906,0.0001144002,0.00003042517,0.0003466149,0.008017403,0.0002982876,0.9678265,0.0001587721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910462,0.00007512225,0.002868954,0.002035974,0.001376748,0.0004262306,0.0000266049,0.00007699578,0.002067094],"genre_scores_gemma":[0.9980119,0.0001045458,0.0001802641,0.0002489423,0.00006196761,0.0000861647,0.00002730291,0.00001351333,0.001265375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7144932,"threshold_uncertainty_score":0.4126307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262962183327536,"score_gpt":0.2915715517763502,"score_spread":0.2589419299430749,"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."}}