{"id":"W2113016990","doi":"10.1097/sla.0000000000001095","title":"Active Negative Pressure Peritoneal Therapy After Abbreviated Laparotomy","year":2014,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Laparotomy; Randomized controlled trial; Randomization; Surgery; Sepsis; Negative-pressure wound therapy; Peritoneal fluid; Clinical endpoint; Abdomen; Internal medicine; Gastroenterology","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":[0.0003376009,0.0001445175,0.0004890892,0.0001121077,0.00005453033,0.000007455791,0.00005772408,0.00008147387,0.0005315839],"category_scores_gemma":[0.0002176973,0.0001179288,0.0002801466,0.0002398932,0.0001254612,0.0001271529,0.00001538641,0.0001331608,0.00004411662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003449193,"about_ca_system_score_gemma":0.00006864149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005025857,"about_ca_topic_score_gemma":9.955148e-7,"domain_scores_codex":[0.9989361,0.0001242844,0.0003045748,0.0002102438,0.0002012249,0.0002235771],"domain_scores_gemma":[0.9982992,0.0007526093,0.0001615283,0.0003201976,0.0003424081,0.0001239873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01777781,0.003046579,0.4131326,0.0006223425,0.002606498,0.00007567296,0.002975452,0.00001768366,0.03157222,0.001655495,0.09269594,0.4338217],"study_design_scores_gemma":[0.0002061876,0.0001164576,0.7359776,0.0002278206,0.00005434362,0.00001770797,0.00008040845,0.00004985984,0.1543736,0.0006860938,0.1080096,0.0002003386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904782,0.0007666447,0.00003030055,0.003543946,0.00008006973,0.0003042586,0.00003046258,0.00004567319,0.004720412],"genre_scores_gemma":[0.9966382,0.0004652234,0.00004093975,0.001978382,0.0001674716,0.000160404,0.00002176096,0.00001760619,0.0005100456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4336214,"threshold_uncertainty_score":0.5820471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16752907331269,"score_gpt":0.3539011972806113,"score_spread":0.1863721239679213,"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."}}