{"id":"W2146862012","doi":"10.1001/archfacial.2011.46","title":"A Comparison of Anterior vs Posterior Isolated Mandible Fractures Treated With Intermaxillary Fixation Screws","year":2011,"lang":"en","type":"article","venue":"Archives of Facial Plastic Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Mandible (arthropod mouthpart); Nonunion; Dentistry; Complication; Malocclusion; Wound dehiscence; Occlusion; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007221794,0.0002149961,0.0007881366,0.0003590319,0.00004522319,0.000008135634,0.00008616111,0.00006792768,0.0002182864],"category_scores_gemma":[0.0001827575,0.0001589254,0.0001723906,0.0001745167,0.0002375114,0.00008836088,0.00004547504,0.0001357153,0.000007188754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009049364,"about_ca_system_score_gemma":0.00004758621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175733,"about_ca_topic_score_gemma":0.00003553649,"domain_scores_codex":[0.9986542,0.00005230123,0.0006090383,0.0002301669,0.0002241515,0.0002301068],"domain_scores_gemma":[0.9986913,0.000577206,0.000365694,0.0002162429,0.00004815892,0.000101401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01845357,0.0006438867,0.9014902,0.0003994458,0.0003991894,0.0001076295,0.003512891,0.00001417956,0.02366778,0.00001139943,0.0001360307,0.0511638],"study_design_scores_gemma":[0.0008863863,0.001334718,0.9627959,0.0008312919,0.0002134365,0.00002199435,0.0003311317,0.0006142315,0.03247312,0.00001877012,0.0003113687,0.0001676926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935365,0.0001022833,0.003046876,0.0000265147,0.0002137338,0.0002899585,0.0000316163,0.00004526289,0.002707242],"genre_scores_gemma":[0.9991395,0.00002612588,0.0005835774,0.00005970065,0.00003401744,0.000008528916,0.00007856714,0.00002110535,0.00004889966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06130565,"threshold_uncertainty_score":0.6480791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03517421616720743,"score_gpt":0.2819047555822494,"score_spread":0.246730539415042,"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."}}