{"id":"W2019629094","doi":"10.5999/aps.2013.40.4.425","title":"Platysma Flap with Z-Plasty for Correction of Post-Thyroidectomy Swallowing Deformity","year":2013,"lang":"en","type":"article","venue":"Archives of Plastic Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Swallowing; Deformity; Surgery; Throat; Thyroidectomy; Dysphagia; Thyroid","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":[],"consensus_categories":[],"category_scores_codex":[0.0002422322,0.0002528653,0.0008137002,0.0004472812,0.00007476531,0.00001194864,0.00008623175,0.00008052691,0.00006469988],"category_scores_gemma":[0.001934454,0.0001936793,0.0004742687,0.0002243335,0.0002225982,0.000196607,0.00003570338,0.0001759921,0.00002029816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674134,"about_ca_system_score_gemma":0.0003170365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750787,"about_ca_topic_score_gemma":0.00001840012,"domain_scores_codex":[0.9982393,0.00005444863,0.0006606518,0.0003139689,0.000315378,0.0004163017],"domain_scores_gemma":[0.9841058,0.01488272,0.000326345,0.0003011721,0.0001816886,0.0002022558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008079842,0.000830356,0.6657345,0.0009228706,0.0008935755,0.00003404936,0.001979704,0.0005578606,0.2787673,0.0001153121,0.01232258,0.02976203],"study_design_scores_gemma":[0.002134707,0.001080454,0.9280306,0.000846699,0.000280991,0.0001773666,0.001159309,0.004710471,0.06018192,0.0001275671,0.0008391947,0.0004307318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916185,0.0001811109,0.005161328,0.00004937073,0.001114615,0.0004989736,0.00004121161,0.00005905102,0.001275901],"genre_scores_gemma":[0.9979816,0.00002663906,0.001210593,0.00005459648,0.0001508306,0.00005359497,0.000110601,0.00004146322,0.0003700982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2622961,"threshold_uncertainty_score":0.7898014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187203679191447,"score_gpt":0.2228351851252848,"score_spread":0.2109631483333704,"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."}}