{"id":"W2114528025","doi":"10.1002/hed.20919","title":"Functional soft palate reconstruction: A comprehensive surgical approach","year":2008,"lang":"en","type":"article","venue":"Head & Neck","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Soft palate; Swallowing; Medicine; Hard palate; Soft tissue; Airway; Surgery","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":[0.00002735946,0.0001325431,0.0002575013,0.0000522207,0.0001603686,0.000005339893,0.000030314,0.00009579958,0.0006531515],"category_scores_gemma":[0.000008646219,0.0001102734,0.0001323759,0.0001612794,0.0001773991,0.00005942903,0.00001481477,0.0002562754,0.0002711006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573943,"about_ca_system_score_gemma":0.00009145823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003308574,"about_ca_topic_score_gemma":0.000002720725,"domain_scores_codex":[0.9990624,0.00002277147,0.0002016145,0.0002616803,0.0002184759,0.0002330848],"domain_scores_gemma":[0.9995179,0.00003470968,0.00003609309,0.0001531581,0.00008790103,0.000170292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003896911,0.002983661,0.6844327,0.0007638347,0.0005079813,0.001468096,0.00132738,0.0006506233,0.001344648,0.00286307,0.09243727,0.2073238],"study_design_scores_gemma":[0.005641212,0.0003786705,0.76892,0.00007564207,0.00005335679,0.0176234,0.000319564,0.001348617,0.00006671182,0.0001978873,0.2050977,0.0002772488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724641,0.0005678867,0.0002352431,0.001487825,0.0002654904,0.0001999277,0.00000512537,0.0001449755,0.02462946],"genre_scores_gemma":[0.9930296,0.000143678,0.001675961,0.000534523,0.0004724298,0.00002175168,0.00007136873,0.0000180639,0.004032658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2070466,"threshold_uncertainty_score":0.7151551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05722475795911748,"score_gpt":0.2647522929199714,"score_spread":0.2075275349608539,"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."}}