{"id":"W4402574663","doi":"10.1097/prs.0000000000011755","title":"Radical Overlapping Intravelar Veloplasty during Primary Cleft Palate Repair Results in Decreased Secondary Speech Surgery","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Palatoplasty; Medicine; Dissection (medical); Surgery; Audiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005191705,0.0001531293,0.0002538818,0.0004548261,0.0002695989,0.000471452,0.0002528401,0.0002155966,0.001978399],"category_scores_gemma":[0.003191416,0.0001080595,0.0004317957,0.0003013544,0.0002862023,0.0002908477,0.0003738771,0.0003458145,0.0001681122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229522,"about_ca_system_score_gemma":0.0004535143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005119082,"about_ca_topic_score_gemma":0.001066209,"domain_scores_codex":[0.9993138,0.0001062134,0.0001004797,0.0001303898,0.0002444771,0.0001047048],"domain_scores_gemma":[0.9965359,0.0007928525,0.002077755,0.0001352256,0.0001326369,0.0003255639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004189785,0.0001103285,0.9474084,0.0002153709,0.0001227554,0.001788367,0.0002265132,0.0001069368,0.005023003,0.00004353074,0.0001514547,0.04438422],"study_design_scores_gemma":[0.000008797344,0.0006424764,0.983788,0.00006335247,0.00007687679,0.01285644,0.0004217213,0.0001092064,0.001405292,0.00002002116,0.0006017896,0.000006015802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972287,0.002023076,0.000186401,0.00002703219,0.00001216409,0.000008489102,0.00003714913,0.00000849691,0.0004686203],"genre_scores_gemma":[0.999092,0.0005757543,0.0001643626,0.00001132216,0.00001017872,0.00000487945,0.00003833102,0.000002801739,0.0001004601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001978399,"threshold_uncertainty_score":0.006618381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329463926705701,"score_gpt":0.2400094243944407,"score_spread":0.2267147851273837,"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."}}