{"id":"W4407034628","doi":"10.1016/j.amjsurg.2025.116232","title":"Damage control packing: How long can it stay?","year":2025,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Damage control; Groin; Damage control surgery; Medicine; Neck injury; Surgery; Packing problems; Computer security; Computer science; Medical emergency; Poison control; Resuscitation","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":[0.002728262,0.000470094,0.00580026,0.0005617707,0.0001082837,0.00008484716,0.0003594449,0.0001190137,0.00008811356],"category_scores_gemma":[0.001169203,0.0002268093,0.002537113,0.001122052,0.0005245615,0.00005517177,0.00005677718,0.001402885,0.000007400108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755741,"about_ca_system_score_gemma":0.002045195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002068724,"about_ca_topic_score_gemma":0.000001233579,"domain_scores_codex":[0.9962919,0.0009686469,0.001309572,0.000232599,0.0006860651,0.0005111534],"domain_scores_gemma":[0.9905032,0.005457831,0.002681547,0.0005803285,0.0003788708,0.0003982299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001037427,0.00006869054,0.0005129363,0.002987477,0.001289943,0.001617003,0.00003068101,4.363908e-7,4.574155e-7,0.000007621548,0.01360032,0.9797807],"study_design_scores_gemma":[0.0002709991,0.0001247565,0.0003032974,0.02669186,0.002689382,0.001410938,0.0002392128,0.000001897294,7.621136e-7,0.00000548049,0.9680253,0.0002361105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005154748,0.9851851,0.0001353897,0.01277185,0.0005609018,0.000330721,0.00005533791,0.00001646703,0.0004287783],"genre_scores_gemma":[0.003244197,0.991801,0.00001902261,0.001705962,0.0008752142,0.000007555446,0.00001802221,0.00005752754,0.002271517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9795446,"threshold_uncertainty_score":0.9249014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07881509417167801,"score_gpt":0.3555278191712954,"score_spread":0.2767127249996174,"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."}}