{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001293009,0.0003370423,0.002150566,0.0002785333,0.0001134737,0.000001251696,0.00006723514,0.0002082249,0.001731322],"category_scores_gemma":[0.022078,0.0002475065,0.0003502925,0.0005481665,0.0007702953,0.00004311621,0.00006448906,0.0003658221,0.00007018821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003502814,"about_ca_system_score_gemma":0.0003384489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005845278,"about_ca_topic_score_gemma":0.00001222467,"domain_scores_codex":[0.9968968,0.0002858084,0.001266964,0.0004853091,0.0004827443,0.0005823703],"domain_scores_gemma":[0.9889408,0.009598024,0.0003557986,0.0004160347,0.0003510043,0.0003382867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166237,0.0005371442,0.9011258,0.0003847062,0.0002395029,0.00220009,0.0005440668,0.00003582718,0.004342325,0.0009772263,0.0447877,0.04365934],"study_design_scores_gemma":[0.003378588,0.001196525,0.8077686,0.00311371,0.0009410151,0.003383596,0.001405169,0.0001053197,0.008168687,0.001905521,0.1678018,0.0008314459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758494,0.01146444,0.000493518,0.006903189,0.003351319,0.0001546299,0.00001936964,0.00009026164,0.001673913],"genre_scores_gemma":[0.9956577,0.0007471188,0.0001757169,0.001815261,0.0006852078,0.00001650444,0.0001112992,0.00003180198,0.0007593195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1230141,"threshold_uncertainty_score":0.9999977,"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."}}