{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009749616,0.0005109456,0.002175642,0.0002685865,0.0002423883,0.0004487941,0.0004279416,0.0007318189,0.003121735],"category_scores_gemma":[0.002152487,0.0002035158,0.001206089,0.0002582324,0.0004704238,0.0003760397,0.0003018331,0.001480246,0.0001787249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411765,"about_ca_system_score_gemma":0.0005812833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002140646,"about_ca_topic_score_gemma":0.000371568,"domain_scores_codex":[0.999458,0.0002866786,0.00007239127,0.00006513043,0.00005195647,0.00006577183],"domain_scores_gemma":[0.9985273,0.0005161857,0.0005368316,0.0000750246,0.0000507683,0.0002937973],"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":[0.8704087,0.009278564,0.003819444,0.004140734,0.002071501,0.0001627835,0.00004580458,0.000366168,0.005089463,0.0002018571,0.0006957297,0.1037192],"study_design_scores_gemma":[0.5563664,0.4194351,0.01788858,0.0005177301,0.001386889,0.0002983846,0.00005217484,0.0005717215,0.001538025,0.0001801314,0.001744126,0.00002068433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980328,0.01648065,0.0005665059,0.0003700405,0.000506889,0.0007934603,0.0001913989,0.00003614109,0.0007270647],"genre_scores_gemma":[0.9897597,0.00596151,0.00100377,0.0004863323,0.0007268596,0.001249493,0.0002632179,0.000003793904,0.0005455158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003121735,"threshold_uncertainty_score":0.01044321,"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."}}