{"id":"W4312114187","doi":"10.1177/10556656221147159","title":"Protocol for a Prospective Observational Study of Revision Palatoplasty Versus Pharyngoplasty for Treatment of Velopharyngeal Insufficiency Following Cleft Palate Repair","year":2022,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Dental and Craniofacial Research; Hospital for Sick Children; BC Children's Hospital","keywords":"Medicine; Palatoplasty; Velopharyngeal insufficiency; Observational study; Pharyngeal flap; Prospective cohort study; Incidence (geometry); Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[0.04044463,0.002985025,0.004064195,0.002200395,0.003727073,0.001879668,0.00225528,0.003660509,0.03596886],"category_scores_gemma":[0.03806702,0.001905481,0.003219969,0.002158353,0.001732478,0.002192208,0.001336083,0.004412084,0.006181107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003180468,"about_ca_system_score_gemma":0.0168698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747849,"about_ca_topic_score_gemma":0.003809601,"domain_scores_codex":[0.9643017,0.02384548,0.005400969,0.002458028,0.002476217,0.001517546],"domain_scores_gemma":[0.9750196,0.007004325,0.005599821,0.003456586,0.006197819,0.002721786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6249433,0.057684,0.04993594,0.02194061,0.003310588,0.002175371,0.003098107,0.004704595,0.005483872,0.0160198,0.07937892,0.131325],"study_design_scores_gemma":[0.4802553,0.1564997,0.09270293,0.00943617,0.002185954,0.0007240446,0.002408235,0.008626143,0.003851391,0.009537263,0.233191,0.0005819357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004267223,0.0001874699,0.002504579,0.0002645282,0.0003839688,0.9886452,0.002370993,0.00004339528,0.001332521],"genre_scores_gemma":[0.004059423,0.0000813947,0.003418486,0.000273561,0.00009647515,0.9913859,0.0004316934,0.000004177677,0.0002488],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04044463,"threshold_uncertainty_score":0.2138942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09443337649161518,"score_gpt":0.3832317792623521,"score_spread":0.288798402770737,"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."}}