{"id":"W4415706846","doi":"10.1177/22925503251386749","title":"Ansa Cervicalis to Marginal Mandibular Nerve Transfer, a Feasible Option to Improve Lower Lip Function in Facial Nerve Paralysis","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Facial symmetry; Facial nerve; Synkinesis; Facial paralysis; Palsy; Paralysis; Mandible (arthropod mouthpart)","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":[0.000499994,0.0003003225,0.0007533602,0.001412884,0.0001163074,0.00007290854,0.00009767097,0.0001996168,0.0005405713],"category_scores_gemma":[0.0008067806,0.0002539835,0.0004048088,0.00216644,0.00004142432,0.0001193159,0.00004950287,0.0002593615,0.0003770307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764466,"about_ca_system_score_gemma":0.000182988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008877462,"about_ca_topic_score_gemma":0.000421643,"domain_scores_codex":[0.9974724,0.0001397615,0.0005564712,0.0006368746,0.0005486765,0.0006458337],"domain_scores_gemma":[0.9978272,0.00130673,0.0000277234,0.0003382526,0.0001356586,0.0003643944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03128283,0.003927842,0.8039721,0.0009133355,0.001739821,0.001720801,0.0005244854,0.006138335,0.06067834,0.0004315607,0.01208605,0.07658446],"study_design_scores_gemma":[0.005341464,0.001658965,0.9512297,0.0009442125,0.001487538,0.00001605854,0.0002536962,0.005228493,0.01072662,0.0001319703,0.02208174,0.00089955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871153,0.0001682403,0.007903506,0.001995191,0.001721666,0.0006100534,0.00003721748,0.00007033706,0.0003784542],"genre_scores_gemma":[0.9969309,0.00003382663,0.0001131756,0.000209906,0.0002243999,0.0002839603,0.0001957066,0.00002442962,0.001983691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472576,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255351063626097,"score_gpt":0.2908396658344807,"score_spread":0.2682861551982197,"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."}}