{"id":"W2972757483","doi":"10.5114/ait.2019.87648","title":"Awareness and knowledge of intra-abdominal hypertension and abdominal compartment syndrome: results of a repeat, international, cross-sectional survey","year":2019,"lang":"en","type":"article","venue":"Anaesthesiology Intensive Therapy","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Ottawa","funders":"European Society of Intensive Care Medicine","keywords":"Medicine; Abdominal compartment syndrome; Cross-sectional study; Gynecology; Abdomen; Surgery; Pathology","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":[0.0006244832,0.0001842364,0.0006737604,0.0001874851,0.00006995496,0.00000699364,0.0001131698,0.0001417246,0.00004837535],"category_scores_gemma":[0.0003175633,0.0001453963,0.00009495138,0.0001341708,0.0005856783,0.00006319564,0.00006240324,0.0001586604,0.00001122282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002939682,"about_ca_system_score_gemma":0.0001186014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00027706,"about_ca_topic_score_gemma":0.00001807243,"domain_scores_codex":[0.9984821,0.0002002857,0.00060542,0.0004173195,0.0001222892,0.0001725919],"domain_scores_gemma":[0.9970196,0.0006846627,0.0003056884,0.0003313392,0.001569686,0.00008895688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01050487,0.000271988,0.95539,0.00002715852,0.0002298926,0.00002528098,0.0002138535,0.000004215907,0.02729923,0.0001939659,0.0001974755,0.005642093],"study_design_scores_gemma":[0.00232068,0.002466749,0.9877328,0.00008554848,0.00002394252,0.001168601,0.0002213401,0.000351705,0.004826739,0.0001978872,0.0004801074,0.0001238624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99792,0.0008826898,0.00002233934,0.0003735486,0.0002184942,0.0003586825,0.00005499114,0.00001355394,0.000155731],"genre_scores_gemma":[0.9977663,0.001280599,0.0001717771,0.0004691948,0.00002589969,0.00001714443,0.0001127372,0.00001392579,0.0001423935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03234287,"threshold_uncertainty_score":0.5929091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06553024736482604,"score_gpt":0.3410869293153562,"score_spread":0.2755566819505301,"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."}}