{"id":"W3170917009","doi":"10.1177/10556656211021738","title":"Through-and-Through Dissection of the Soft Palate for Pharyngeal Flap Inset: A “Good-Fast-Cheap” Technique for Any Etiology of Velopharyngeal Incompetence","year":2021,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Toronto Metropolitan University; University of British Columbia","funders":"","keywords":"Medicine; Pharyngeal flap; Soft palate; Surgery; Velopharyngeal insufficiency; Pharynx; Etiology; Soft tissue; Internal medicine","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":[0.0008649072,0.0002462988,0.0004236326,0.00003569515,0.0004787831,0.00003571603,0.0004611232,0.0003071524,0.00002618941],"category_scores_gemma":[0.0003404888,0.000167624,0.0003874937,0.0002131985,0.0004443965,0.0000228067,0.0002368008,0.0004100382,7.671327e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000250885,"about_ca_system_score_gemma":0.0003994264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000315759,"about_ca_topic_score_gemma":0.00005348766,"domain_scores_codex":[0.9979697,0.0003162112,0.0006376181,0.0003555296,0.0002513283,0.0004696288],"domain_scores_gemma":[0.998485,0.0001851236,0.0003784134,0.0003608881,0.0005051577,0.0000854081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005302129,0.000113386,0.02795776,0.0001657692,0.00021274,0.000003684903,0.0006140533,0.00008149742,0.9676014,0.0004645432,0.0003514238,0.001903517],"study_design_scores_gemma":[0.007079047,0.002200295,0.3056176,0.0004460118,0.0004586572,0.002811763,0.001104669,0.0006515802,0.6190972,0.02323197,0.0362933,0.001007856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647412,0.0001249395,0.03063792,0.001961889,0.0008752568,0.001097889,0.0002428137,0.00001053189,0.0003075274],"genre_scores_gemma":[0.9951783,0.001468183,0.002115699,0.0002191337,0.0006970329,0.00007540511,0.00004776097,0.00003887106,0.0001595832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3485042,"threshold_uncertainty_score":0.683551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200832398110415,"score_gpt":0.3000795434517404,"score_spread":0.2799963036406989,"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."}}