{"id":"W4389572360","doi":"10.1097/scs.0000000000009917","title":"Utility of the LeFort I Osteotomy in the Acute Management of Midface Trauma","year":2023,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Osteotomy; Orthodontics; General surgery","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":[0.0004162921,0.000263699,0.0001902708,0.001114439,0.0004707781,0.0006650314,0.0003706953,0.0003752808,0.001683318],"category_scores_gemma":[0.003145569,0.0001165179,0.0002106863,0.000598093,0.0005832381,0.0004575882,0.0003719584,0.0003545893,0.0002950758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004405555,"about_ca_system_score_gemma":0.0007856229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071517,"about_ca_topic_score_gemma":0.001930955,"domain_scores_codex":[0.9996485,0.00006731115,0.00008079703,0.00005113461,0.0001080848,0.00004424049],"domain_scores_gemma":[0.9983609,0.0003230814,0.0009365713,0.00006268363,0.0001790762,0.0001376799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003914939,0.0001526389,0.7549836,0.0006303417,0.00005921832,0.02268062,0.0004326645,0.0003440962,0.007853795,0.0002276444,0.0007864693,0.2114575],"study_design_scores_gemma":[0.00003822005,0.001393501,0.6092563,0.0009166075,0.0001046976,0.3720755,0.001489228,0.0006981344,0.005689417,0.0003413479,0.00795798,0.00003916166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721574,0.01942166,0.002760483,0.0004637535,0.00006074177,0.0000728524,0.0001052849,0.00005487766,0.004903002],"genre_scores_gemma":[0.9945422,0.003333421,0.001675377,0.00007702145,0.00005440854,0.00001369963,0.00005573424,0.000004609253,0.0002436357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683318,"threshold_uncertainty_score":0.005631268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710629687565355,"score_gpt":0.2959266739751719,"score_spread":0.2588203770995184,"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."}}