{"id":"W3095900011","doi":"10.14730/aaps.2020.02194","title":"Sickle-shaped transposition flap oriented along relaxed skin tension lines for lower eyelid reconstruction","year":2020,"lang":"en","type":"article","venue":"Archives of Aesthetic Plastic Surgery","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ectropion; Eyelid; Surgery; Transposition (logic); Patient satisfaction; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002100655,0.0003067147,0.0008569866,0.0003644507,0.00009941661,0.0000109427,0.00008033549,0.0001394607,0.00005736408],"category_scores_gemma":[0.0013644,0.0002845221,0.0005608489,0.0003285915,0.0004470439,0.0001465743,0.00002355257,0.0002206437,0.00001013278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002523915,"about_ca_system_score_gemma":0.0001843928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001624315,"about_ca_topic_score_gemma":0.000002727847,"domain_scores_codex":[0.9978229,0.0001181762,0.0008937077,0.0005153222,0.0002822284,0.0003676486],"domain_scores_gemma":[0.9960254,0.002959586,0.0003376658,0.0002427575,0.0001706797,0.0002638596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0142016,0.0005347162,0.2361316,0.0007491116,0.0002371846,0.0001570903,0.00110817,0.00005255867,0.3374576,0.0005518726,0.0007558246,0.4080627],"study_design_scores_gemma":[0.006756393,0.004339678,0.6517926,0.007454197,0.001438088,0.002523288,0.0009846112,0.05682025,0.2526933,0.0052204,0.007727488,0.00224972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522653,0.00008752794,0.04492823,0.0006769345,0.0008766497,0.0006432892,0.00007956284,0.0002477219,0.0001947725],"genre_scores_gemma":[0.9919516,0.0001528959,0.007222894,0.0001953446,0.0001685892,0.00006850628,0.0001632345,0.00005860895,0.00001831956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.415661,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996778943270722,"score_gpt":0.2435117983606017,"score_spread":0.2235440089278944,"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."}}