{"id":"W3153794287","doi":"10.1089/fpsam.2020.0643","title":"Epidemiology of Nasal Bone Fractures","year":2021,"lang":"en","type":"article","venue":"Facial Plastic Surgery & Aesthetic Medicine","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Epidemiology; Facial bone; Retrospective cohort study; Diagnosis code; Nasal bone; Emergency medicine; Surgery; Pediatrics; Population; Internal medicine; Environmental health","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":[0.0003507717,0.0001585352,0.0001908166,0.001887583,0.0002945412,0.0005375035,0.0004228415,0.0003506829,0.002386268],"category_scores_gemma":[0.002591551,0.0001559534,0.0003069815,0.002006181,0.0003091228,0.0004019791,0.0004739663,0.0004778675,0.0001561535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000749324,"about_ca_system_score_gemma":0.0007373611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081441,"about_ca_topic_score_gemma":0.02653147,"domain_scores_codex":[0.9988964,0.0001241634,0.0001827478,0.0002367694,0.0004541203,0.0001057103],"domain_scores_gemma":[0.9980939,0.0001572227,0.001282883,0.00004542138,0.0002866564,0.0001339337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001653847,0.00001194665,0.9923972,0.00004899476,0.00004070083,0.0001437056,0.00003453981,0.00007059263,0.0001166362,0.0001125177,0.0004813079,0.006525269],"study_design_scores_gemma":[0.000001069946,0.00002155517,0.9967127,0.00008036966,0.00001130951,0.001667373,0.0002409664,0.0001540715,0.00002640454,0.00009332616,0.0009868597,0.000004062685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779192,0.0121626,0.0007898374,0.001068905,0.00007449782,0.00003958644,0.003458838,0.00001878043,0.004467769],"genre_scores_gemma":[0.9954039,0.003022899,0.0003433275,0.000085264,0.00003876699,0.00001200172,0.0008508547,0.000003302515,0.0002396294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02081441,"threshold_uncertainty_score":0.04138654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285727292777401,"score_gpt":0.3229131121841723,"score_spread":0.2700558392563983,"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."}}