{"id":"W3177639328","doi":"10.1097/scs.0000000000007799","title":"Decreasing Incidence of Palatoplasty in the United States","year":2021,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Etiology; Incidence (geometry); Demographics; Demography; Population; Palatoplasty; Pediatrics; Dentistry; Environmental health; 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":[0.001128964,0.00006285447,0.0001768698,0.0001005612,0.00003252558,0.00002050153,0.0001181482,0.00006829066,0.00002768354],"category_scores_gemma":[0.0008320518,0.00004537187,0.0001462436,0.000324443,0.00005709714,0.000005461709,0.00003414484,0.0001520099,6.576745e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000762606,"about_ca_system_score_gemma":0.0002947128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006449617,"about_ca_topic_score_gemma":0.00005241216,"domain_scores_codex":[0.9988841,0.0002593619,0.0003683486,0.00007261758,0.0002702126,0.0001453123],"domain_scores_gemma":[0.9990985,0.0002709113,0.0001644806,0.0001173764,0.0002982919,0.00005037969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00017641,0.0001133369,0.9020172,0.00003181402,0.00004248441,0.0002169831,0.0002786709,0.0001983674,0.09303163,0.00002578681,0.0009131482,0.002954116],"study_design_scores_gemma":[0.0005916128,0.0001269757,0.8845794,0.0002100243,0.0000260697,0.0006908019,0.001437921,0.00008049669,0.06081399,0.000539646,0.05070434,0.0001987824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990095,0.0002281985,0.0001521492,0.0003407905,0.0001261495,0.00002394352,0.000004551659,5.89394e-7,0.0001141021],"genre_scores_gemma":[0.9976665,0.001922496,0.00005469465,0.0001638223,0.0001522527,4.274222e-7,0.00001748294,0.000005497638,0.00001687059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04979119,"threshold_uncertainty_score":0.1850211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314843882553223,"score_gpt":0.2930003259195871,"score_spread":0.2698518870940549,"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."}}