{"id":"W2327686638","doi":"10.1097/ta.0000000000000960","title":"Damage-control resuscitation and emergency laparotomy","year":2016,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Resuscitation; Laparotomy; Damage control; Medicine; Medical emergency; Emergency medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055498,0.0002327223,0.0004230018,0.0001604006,0.0001527174,0.0003183177,0.0001937679,0.0003741393,0.002639094],"category_scores_gemma":[0.002962651,0.00009120132,0.0003031022,0.0001370626,0.000480667,0.0002441848,0.0003172401,0.000665473,0.0001051305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003499592,"about_ca_system_score_gemma":0.0006014475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241013,"about_ca_topic_score_gemma":0.0001703153,"domain_scores_codex":[0.99934,0.0004422492,0.00004042487,0.00004502307,0.00007532787,0.00005703697],"domain_scores_gemma":[0.9985152,0.0005964877,0.0005670833,0.00004184065,0.00003279597,0.0002466115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6195977,0.007952487,0.0733371,0.004530011,0.002282422,0.0007027589,0.0002149596,0.005224216,0.005072989,0.004351264,0.005461331,0.2712728],"study_design_scores_gemma":[0.3131305,0.3497306,0.2840411,0.003354137,0.0023797,0.004631189,0.0005675713,0.008431558,0.004471068,0.01229927,0.01685848,0.0001049258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819858,0.0122929,0.0005255967,0.002121282,0.0001876525,0.0002018931,0.0000800104,0.00001610227,0.002588783],"genre_scores_gemma":[0.9970149,0.001575283,0.0003494219,0.0005368161,0.0001648558,0.0001135161,0.0000932114,0.000001704456,0.0001503079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002639094,"threshold_uncertainty_score":0.00882864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159889295134582,"score_gpt":0.3149124614900249,"score_spread":0.2989235319765667,"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."}}