{"id":"W2992166812","doi":"","title":"Intrinsic and Extrinsic Portions of Soft Palate Muscles in Velopharyngeal and Oropharyngeal Constriction: A 3D Modeling Study","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"","keywords":"Soft palate; Pharyngeal muscles; Anatomy; Medicine; Hard palate; Orthodontics; Dentistry; Pharynx; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001383854,0.0001029653,0.0001452601,0.00017029,0.00005602342,0.0000142311,0.00006558555,0.00009647947,0.00001452192],"category_scores_gemma":[0.0001235247,0.00008906805,0.0000163724,0.0001195659,0.00007893015,0.000005664109,0.00005613398,0.00007721414,0.000001268204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003267525,"about_ca_system_score_gemma":0.0003696125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007368306,"about_ca_topic_score_gemma":0.03370753,"domain_scores_codex":[0.9991856,0.00003635359,0.0002070172,0.0002387811,0.00008228831,0.0002500084],"domain_scores_gemma":[0.9994333,0.00003282335,0.00003259781,0.0001543103,0.00009350476,0.0002535057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001033511,0.0001460032,0.5960245,0.00009261553,0.0001155854,0.000176614,0.0004567408,0.0006128352,0.2147292,0.0001001011,0.0002112541,0.1872312],"study_design_scores_gemma":[0.003866318,0.0007720527,0.9785112,0.0001161886,0.00009278934,0.0001135105,0.001027643,0.01331396,0.00036086,0.0001627465,0.001091106,0.000571589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984671,0.0002665901,0.0006816861,0.0001263789,0.00006000046,0.0002123987,0.00006064835,0.000003325531,0.0001218696],"genre_scores_gemma":[0.9988677,0.0008192866,0.000100185,0.00003389496,0.0000766791,0.000008329315,0.00001028813,0.00001276402,0.00007086204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3824868,"threshold_uncertainty_score":0.9992417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737516224983173,"score_gpt":0.2528349306304178,"score_spread":0.2354597683805861,"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."}}