{"id":"W4415477487","doi":"10.1097/gox.0000000000007197","title":"Posture-based Assessment: Thread Lift Versus High-intensity Focused Ultrasound in Asians","year":2025,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Supine position; Thread (computing); Lift (data mining); Facial muscles","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005236443,0.0003682366,0.001202424,0.0003800965,0.0001823057,0.0001792954,0.0003102213,0.0002164923,0.0004156812],"category_scores_gemma":[0.002128451,0.0003059593,0.0002890132,0.001435533,0.0003692562,0.0002357033,0.0001763944,0.000403016,0.00009509067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009729408,"about_ca_system_score_gemma":0.001675599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610074,"about_ca_topic_score_gemma":0.001955386,"domain_scores_codex":[0.9973796,0.0002433213,0.000566803,0.000720731,0.0004494519,0.0006401037],"domain_scores_gemma":[0.994763,0.004084305,0.0001433132,0.0004385042,0.0003385169,0.0002324282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007018887,0.0005789576,0.9735854,0.0000509139,0.0008304788,0.0003153533,0.00001329195,0.000033212,0.0001820659,0.002746766,0.001568171,0.01307651],"study_design_scores_gemma":[0.007459472,0.0003175531,0.9879879,0.0004762009,0.0003457628,0.00004069726,0.0002367907,0.0001571387,0.0007868519,0.001432096,0.0004419556,0.0003175641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618734,0.0001194317,0.000439948,0.001257951,0.002240799,0.001105943,0.0002062506,0.00005869061,0.03269766],"genre_scores_gemma":[0.997148,0.00002922758,0.001988028,0.0001854825,0.00005758899,0.0000808773,0.0002529097,0.00001544286,0.0002424618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03527465,"threshold_uncertainty_score":0.9999393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505184188843935,"score_gpt":0.3507705422976486,"score_spread":0.3157187004092093,"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."}}