{"id":"W51009451","doi":"","title":"Effect of lingual and hypoglossal nerve reconstruction on swallowing function in head and neck surgery: prospective functional outcomes study.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Swallowing; Medicine; Hypoglossal nerve; Head and neck cancer; Tongue; Surgery; Lingual nerve; Glossectomy; Free flap; Prospective cohort study; Anesthesia; Radiation therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280831,0.000374675,0.0003982321,0.0003700155,0.000306366,0.0004805317,0.0003233415,0.0005804742,0.001516163],"category_scores_gemma":[0.001956814,0.0002413145,0.001184522,0.0004423903,0.0003663674,0.0004396097,0.0003899119,0.000495974,0.0002421654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913692,"about_ca_system_score_gemma":0.0006971187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718579,"about_ca_topic_score_gemma":0.003276633,"domain_scores_codex":[0.9994929,0.0001041127,0.00005579725,0.00007977196,0.0001350392,0.000132463],"domain_scores_gemma":[0.9983405,0.0002959039,0.0007743252,0.0001096308,0.0001128236,0.0003668759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005957387,0.001103914,0.9848636,0.00005229523,0.0004137416,0.000164341,0.00006190096,0.00009669055,0.0004809085,0.00001034973,0.0000958059,0.006699189],"study_design_scores_gemma":[0.0002937163,0.007849817,0.9909379,0.00001593785,0.0001413997,0.0002871714,0.0001038817,0.00008477459,0.0001317734,0.000007411606,0.000137597,0.00000856978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995851,0.0002107634,0.00001562363,0.00001235952,0.000004371253,0.00001395568,0.00008862116,8.130684e-7,0.00006838956],"genre_scores_gemma":[0.9991906,0.0001852325,0.00005936867,0.0000250687,0.00001161869,0.00002800123,0.0003743373,8.682201e-7,0.0001248573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001718579,"threshold_uncertainty_score":0.00677377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562009350690125,"score_gpt":0.2516513057984162,"score_spread":0.2360312122915149,"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."}}