{"id":"W4294845574","doi":"10.3390/life12091390","title":"Fluid Management, Intra-Abdominal Hypertension and the Abdominal Compartment Syndrome: A Narrative Review","year":2022,"lang":"en","type":"review","venue":"Life","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Calgary","funders":"Universitair Ziekenhuis Antwerpen","keywords":"Abdominal compartment syndrome; Medicine; Resuscitation; Intensive care medicine; Observational study; Abdomen; Randomized controlled trial; Surgery; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009402166,0.0004822839,0.002872961,0.0001309415,0.0005033808,0.00002836137,0.0002782553,0.00008868404,0.001233851],"category_scores_gemma":[0.00015849,0.0002844241,0.0006723338,0.0005112163,0.0003011072,0.00004586305,0.0003201194,0.0006172337,0.0001370266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197006,"about_ca_system_score_gemma":0.0001835387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007651598,"about_ca_topic_score_gemma":5.631838e-7,"domain_scores_codex":[0.9970885,0.0006381684,0.0009310126,0.000579798,0.0004564509,0.0003060929],"domain_scores_gemma":[0.9977688,0.0006865262,0.0004457911,0.000807201,0.00004713501,0.0002446052],"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":[0.0002891247,0.0002239687,0.00000108107,0.04830948,0.001170843,0.0005609132,0.0001081782,8.469546e-8,1.403558e-7,0.002485975,0.07508005,0.8717701],"study_design_scores_gemma":[0.0006662696,0.0001177994,0.00001313057,0.0262005,0.007022905,0.005639957,0.0002379253,0.00001484518,6.23797e-8,0.00005579623,0.9597685,0.0002623434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002081376,0.9886666,0.00002834917,0.00314559,0.0002110889,0.003859471,0.00002495443,0.00004495931,0.003998154],"genre_scores_gemma":[0.0000497928,0.9909242,0.0002409837,0.0047524,0.0001185389,0.002303355,0.000240649,0.00004144652,0.001328607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8846884,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692558985449376,"score_gpt":0.3389140524550607,"score_spread":0.2619884626005669,"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."}}