{"id":"W4407295675","doi":"10.1002/lary.32058","title":"Pilot Study of Speech and Ventilation Quality of Life After Cleft Palate Repair in Chinese Patients","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China; Sichuan Provincial Postdoctoral Science Foundation","keywords":"Medicine; Swallowing; Quality of life (healthcare); Surgery; Physical therapy; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000549907,0.0003339772,0.0003599794,0.0006693437,0.0008071766,0.0003498775,0.0002419736,0.0003221345,0.001518982],"category_scores_gemma":[0.001037888,0.0001782749,0.0005716656,0.0005744625,0.0003594276,0.00036456,0.0004061522,0.0003386406,0.0001675899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006866552,"about_ca_system_score_gemma":0.0008859299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008756721,"about_ca_topic_score_gemma":0.008334911,"domain_scores_codex":[0.9997267,0.00005105188,0.00003599715,0.00005235673,0.00005459961,0.00007927501],"domain_scores_gemma":[0.9993888,0.00006884181,0.0001758967,0.00002689769,0.00009690805,0.0002427126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002631529,0.0002822123,0.9946839,0.00003714551,0.00003691096,0.0003925026,0.0009458411,0.00003400229,0.0005754082,0.00001440195,0.00007832173,0.002656169],"study_design_scores_gemma":[0.0000291055,0.0009278121,0.9973794,0.000005597958,0.00002458122,0.0003085654,0.001023113,0.00007853772,0.00008761674,0.0000078927,0.0001223582,0.000005484565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997706,0.00003974764,0.00001346959,0.00001212394,0.000001701252,0.00001711288,0.00004440636,4.39918e-7,0.0001003631],"genre_scores_gemma":[0.9996493,0.00004440919,0.00004124886,0.00002213524,0.000004309176,0.00003405763,0.0001082997,3.252887e-7,0.00009592851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008756721,"threshold_uncertainty_score":0.01741153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832484270096063,"score_gpt":0.3200514535143384,"score_spread":0.3017266108133778,"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."}}