{"id":"W6965269369","doi":"10.26181/23633442","title":"International Perspectives of Prehospital and Hospital Trauma Services: A Literature Review","year":2022,"lang":"en","type":"article","venue":"La Trobe University","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Emergency medical services; Trauma care; Legislation; Grey literature; Major trauma; Incidence (geometry); Trauma center; Occupational safety and health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006182201,0.00005237442,0.00009235691,0.000009749419,0.0002531415,0.000005967466,0.0001841245,0.00002524271,0.0003586984],"category_scores_gemma":[0.000004791806,0.0000263958,0.00005478128,0.0001416334,0.00008603862,0.0000993742,0.0002930672,0.00009257213,0.000001071435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002466218,"about_ca_system_score_gemma":0.000001528615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004647784,"about_ca_topic_score_gemma":0.00004235552,"domain_scores_codex":[0.9996201,0.00005707245,0.00003891086,0.0001382442,0.00008076221,0.00006485394],"domain_scores_gemma":[0.9998372,0.00003809118,0.00004631695,0.00001914034,0.00003881716,0.0000205001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000588641,0.002106317,0.8903413,0.0007670536,0.000729457,0.0005191303,0.03858474,0.000006720847,0.00138764,0.01644817,0.01763559,0.03088522],"study_design_scores_gemma":[0.0002685953,0.0005306093,0.7679223,0.0001085336,0.00004279167,0.00001601957,0.02680787,0.00000552754,0.000009520375,0.00006858128,0.204091,0.0001286251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888382,0.003734628,1.03314e-7,0.003374427,0.00005565647,0.00009136765,0.0002645116,0.00001651951,0.003624564],"genre_scores_gemma":[0.9933339,0.006008528,0.00003598871,0.00009158719,0.00001639318,3.998389e-7,0.00004481475,1.526352e-7,0.0004682378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1864554,"threshold_uncertainty_score":0.3927496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00359293201720882,"score_gpt":0.1616966397671521,"score_spread":0.1581037077499433,"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."}}