{"id":"W4308952704","doi":"10.1177/10556656221138895","title":"Does Distraction Lower Risk of VPI Compared to Conventional Maxillary Advancement? A Retrospective Cohort Study of Adolescents with Cleft Palate","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":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Center for Advancing Translational Sciences; University of Washington","keywords":"Medicine; Maxillary hypoplasia; Retrospective cohort study; Craniofacial; Dentistry; Velopharyngeal insufficiency; Cohort; Osteotomy; Cephalometry; Orthodontics; Distraction; Distraction osteogenesis; Surgery; 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":[0.001085739,0.0002328178,0.0003909805,0.00009665829,0.0005985795,0.00003732403,0.0004400868,0.00006500287,0.0003537929],"category_scores_gemma":[0.00006452107,0.0001475081,0.0001912085,0.0002614376,0.0001517178,0.00001498659,0.0003255569,0.0005958537,0.000004043267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009753358,"about_ca_system_score_gemma":0.000128082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001411036,"about_ca_topic_score_gemma":0.0001252506,"domain_scores_codex":[0.9971768,0.0004971371,0.0005557869,0.0003764061,0.001027269,0.0003666187],"domain_scores_gemma":[0.9984606,0.0000185708,0.0005660955,0.0003977449,0.0003698884,0.000187126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00191849,0.000890478,0.9699683,0.00001919983,0.0004202731,0.00003133311,0.0003002949,0.002138815,0.02389253,0.000004545558,0.00009860563,0.0003172026],"study_design_scores_gemma":[0.002258482,0.001536178,0.9928557,0.00004162771,0.0001346552,0.0001126337,0.001424585,0.00005474548,0.0002921018,0.00008050507,0.001001175,0.0002076655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977498,0.00000375665,0.0002041961,0.0001187093,0.0006521541,0.0008938828,0.000199928,0.000007722115,0.0001698271],"genre_scores_gemma":[0.999135,0.0002587803,0.00003408507,0.00003584689,0.0002294313,0.00003013129,0.00004623102,0.00003218698,0.0001983004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02360043,"threshold_uncertainty_score":0.6015207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008619541908592532,"score_gpt":0.2660742279344293,"score_spread":0.2574546860258367,"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."}}