{"id":"W6977484114","doi":"10.6084/m9.figshare.16815971","title":"Additional file 3 of Variation in use of damage control laparotomy for trauma by trauma centers in the United States, Canada, and Australasia","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Environmental Science and Technology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Variation (astronomy); Receiver operating characteristic; Laparotomy; Damage control","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000121166,0.00007043476,0.00009556346,0.00003970144,0.000006441666,0.000003443268,0.00009477718,0.0001369318,0.4426318],"category_scores_gemma":[0.0001144847,0.00006122667,0.00001807247,0.00006721546,0.00001869529,0.000001482963,0.00001634998,0.00004992101,4.443574e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001256602,"about_ca_system_score_gemma":0.00003877413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02065833,"about_ca_topic_score_gemma":0.218359,"domain_scores_codex":[0.9995887,0.00002495578,0.00009984475,0.0001358279,0.00006197453,0.00008870225],"domain_scores_gemma":[0.9997065,0.00008477957,0.00009145468,0.00009696915,0.000007868438,0.00001242948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005206937,0.00002596057,0.00003486395,0.00004104886,0.000009521695,0.000001638099,0.000005452541,0.000004589354,0.0005612388,4.679221e-7,0.9991319,0.000178084],"study_design_scores_gemma":[0.0002984146,0.00004685773,0.007570742,0.0003062672,0.000002257211,0.000001052621,0.00002991563,0.00005077775,0.0007374989,0.000001797041,0.9908952,0.00005922752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00202268,0.00003306144,5.864218e-7,0.00002257225,0.000003334261,0.0002570372,0.9972815,0.000001033918,0.0003781933],"genre_scores_gemma":[0.009759986,0.000006073473,0.00006579132,0.0001201051,0.000008802755,0.0003740463,0.9862338,0.00001592826,0.003415413],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4426313,"threshold_uncertainty_score":0.9858632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111861714655302,"score_gpt":0.2077274625775906,"score_spread":0.1966088454310376,"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."}}