{"id":"W131184596","doi":"","title":"Surgical reconstruction versus prosthetic obturation of extensive soft palate defects: a comparison of speech outcomes.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Soft palate; Medicine; Prosthodontist; Velopharyngeal insufficiency; Intelligibility (philosophy); Soft tissue; Dentistry; Rehabilitation; Surgery; Physical 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":[0.0002452116,0.00009065556,0.0001971898,0.0000483179,0.00002822575,0.00000902123,0.00009331964,0.0001614506,0.00001548044],"category_scores_gemma":[0.0002788041,0.00007761298,0.0001027078,0.00008557743,0.0001398974,0.000003993051,0.00004555369,0.0001452378,0.000002483317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006285099,"about_ca_system_score_gemma":0.00003390918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002304811,"about_ca_topic_score_gemma":0.00008708221,"domain_scores_codex":[0.9991341,0.00004998793,0.0002589116,0.0001920787,0.0001619918,0.0002029341],"domain_scores_gemma":[0.9993061,0.00005020037,0.0001359245,0.0002371093,0.0001985527,0.0000721215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008461484,0.0001295214,0.4525433,0.00006698189,0.0001052747,0.000003687593,0.0000625778,0.00002199848,0.1982425,0.00008641803,0.0001006296,0.347791],"study_design_scores_gemma":[0.00247784,0.000221939,0.525733,0.000008092697,0.00004139227,0.0000523417,0.00008917126,0.0001683638,0.4663773,0.0000790233,0.004556797,0.000194747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976893,0.00004783495,0.00001781123,0.00008603715,0.0004243556,0.0004200933,0.00001005521,0.000005298932,0.00129919],"genre_scores_gemma":[0.9994907,0.000032146,0.0001045013,0.000004137655,0.00009543132,0.00007752414,0.00003873714,0.00000925592,0.0001476135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3475963,"threshold_uncertainty_score":0.3164966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284323468097013,"score_gpt":0.2980813885616593,"score_spread":0.269649041751958,"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."}}