{"id":"W4390429589","doi":"10.1016/j.ijom.2023.10.438","title":"A RETROSPECTIVE REVIEW OF MANDIBLE FRACTURES TREATED WITH OPEN REDUCTION INTERNAL FIXATION FROM 2012–2020 AT MOUNT SINAI HOSPITAL IN TORONTO","year":2023,"lang":"en","type":"review","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Internal fixation; Mandible (arthropod mouthpart); Reduction (mathematics); Retrospective cohort study; Incidence (geometry); Surgery; Emergency medicine; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006424522,0.0004314914,0.001118932,0.006779374,0.0006815146,0.0009526876,0.0009031731,0.0005526395,0.002472793],"category_scores_gemma":[0.002027515,0.0004632591,0.001116247,0.01061129,0.0004529868,0.0005356118,0.0006162131,0.0003653787,0.0002960906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438689,"about_ca_system_score_gemma":0.007611554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0917379,"about_ca_topic_score_gemma":0.2726991,"domain_scores_codex":[0.9988557,0.00007763827,0.0005536677,0.0001446073,0.0002799778,0.00008842874],"domain_scores_gemma":[0.9980557,0.0003875632,0.0009699838,0.0000471341,0.0004329075,0.0001066904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006724318,0.0001327632,0.5529167,0.1669514,0.004552688,0.01884588,0.004979603,0.0002864515,0.002640824,0.0006973597,0.0271429,0.220181],"study_design_scores_gemma":[0.000066199,0.0002090007,0.8495632,0.03575867,0.006731727,0.02475208,0.005025142,0.00006287057,0.0004086814,0.00008718058,0.07725207,0.00008312532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1041699,0.8839221,0.0001040968,0.0004536892,0.0001495984,0.0001128182,0.008651125,0.00001123686,0.002425527],"genre_scores_gemma":[0.2640579,0.7256709,0.0005559622,0.0007383567,0.0002116089,0.0001261058,0.007491007,0.00000986506,0.00113836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9082621,"threshold_uncertainty_score":0.1824079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701048256263388,"score_gpt":0.360516570647579,"score_spread":0.3235060880849451,"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."}}