{"id":"W3200979494","doi":"10.1007/s00264-021-05213-z","title":"“Trauma—the forgotten pandemic?”","year":2021,"lang":"en","type":"article","venue":"International Orthopaedics","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Global health; 2019-20 coronavirus outbreak; Global population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Population; Human rights; Health care; Medical emergency; Public health; Development economics; Environmental health; Law; Virology; Pathology; Political science; Disease","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":[0.0001121359,0.0000914905,0.0001239575,0.00003584157,0.00008021896,0.00001461492,0.000103568,0.00004530409,0.0007531437],"category_scores_gemma":[0.0002486492,0.00006290738,0.0001783775,0.0001284672,0.00006415281,0.00004804037,0.00007080661,0.0001806241,0.0001022095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004763017,"about_ca_system_score_gemma":0.00008887405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001740458,"about_ca_topic_score_gemma":0.00008262515,"domain_scores_codex":[0.999064,0.00001524178,0.0002104789,0.000168296,0.0003975096,0.0001444308],"domain_scores_gemma":[0.9992825,0.00005990356,0.00003912491,0.0001778071,0.000381042,0.0000596118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006135854,0.0001116173,0.8083242,0.00001927768,0.0004911402,0.000334637,0.0004652629,0.000008275021,0.0005813992,0.005376758,0.04079075,0.1434354],"study_design_scores_gemma":[0.0005129091,0.00002268015,0.3961378,0.00002783108,0.00006265495,0.0003635637,0.0003499281,0.00005780211,0.0003189536,0.0004061177,0.6016698,0.00006993291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7100295,0.002073759,0.0008218389,0.02992616,0.004273375,0.0001408832,0.00003577607,0.0001420216,0.2525567],"genre_scores_gemma":[0.9839461,0.0005913256,0.0004550961,0.003025501,0.0009656737,0.00001489225,0.00006906685,0.00001408146,0.0109182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5608791,"threshold_uncertainty_score":0.8246396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204433511090778,"score_gpt":0.3174608210407482,"score_spread":0.2854164859298404,"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."}}