{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136134,0.0001813525,0.0005724558,0.0003644363,0.00005338926,0.00001636881,0.00001606174,0.00009640628,0.000004460817],"category_scores_gemma":[0.0003941631,0.0001462417,0.0001262933,0.000208175,0.00008334398,0.0001617465,0.00001288651,0.000217052,3.947454e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007054668,"about_ca_system_score_gemma":0.00002476815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003181894,"about_ca_topic_score_gemma":0.00001156105,"domain_scores_codex":[0.9987672,0.0001667386,0.0003249967,0.0003519055,0.0001740577,0.0002150824],"domain_scores_gemma":[0.9993625,0.0002680636,0.0001004099,0.0001333351,0.00005831381,0.00007742168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001128464,0.0001104841,0.5971513,0.00002493091,0.000075484,0.00001156885,0.00003198456,2.730696e-7,0.0003276976,0.00002051514,0.000006698027,0.4011106],"study_design_scores_gemma":[0.002019805,0.0009040252,0.9783384,0.00007979214,0.0001027797,0.0001659219,0.00006262919,0.000002427679,0.01796215,0.0002371796,0.0000106809,0.0001142391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972628,0.0002416017,0.00001742648,0.00006894753,0.0002953718,0.001587566,0.000001891709,0.00007034626,0.0004540837],"genre_scores_gemma":[0.9995039,0.00002142144,0.00005420723,0.00004346692,0.00006981725,0.0002458015,0.000005712667,0.0000109732,0.00004470418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4009964,"threshold_uncertainty_score":0.5963563,"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."}}