{"id":"W4386028437","doi":"10.4266/acc.2023.00136","title":"Radiomic analysis of abdominal organs during sepsis of digestive origin in a French intensive care unit","year":2023,"lang":"en","type":"article","venue":"Acute and Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Intensive care unit; Sepsis; SAPS II; Confidence interval; Logistic regression; APACHE II; Internal medicine; Acute kidney injury; Retrospective cohort study; Intensive care medicine; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872069,0.0005978987,0.000468947,0.001053169,0.0004092759,0.0006811435,0.0004316095,0.0005193923,0.000453241],"category_scores_gemma":[0.00434404,0.0001826442,0.0005329009,0.0005577028,0.0004532751,0.0002852842,0.0004719226,0.0003920401,0.0001242937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292168,"about_ca_system_score_gemma":0.0009113338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0072144,"about_ca_topic_score_gemma":0.00377245,"domain_scores_codex":[0.9989335,0.0004899865,0.0001032302,0.0001602386,0.000177376,0.0001356448],"domain_scores_gemma":[0.9973155,0.0008071481,0.001077032,0.00009810409,0.0004688938,0.0002333455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003188721,0.00006653649,0.9917654,0.000051203,0.00006077834,0.001100709,0.0002384032,0.0005269454,0.0007816114,0.00001984087,0.0001745246,0.004895269],"study_design_scores_gemma":[0.00001983846,0.0008584664,0.993605,0.00003927106,0.00005903926,0.00186568,0.0003203104,0.002211156,0.0006274468,0.00003425884,0.0003453433,0.00001421048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989998,0.0004252314,0.0002952732,0.00005709253,0.000006434356,0.00001064458,0.0000561013,0.000004839171,0.0001447406],"genre_scores_gemma":[0.9995595,0.0001387559,0.0001416131,0.00003572413,0.000007631398,0.000006431186,0.0000795031,0.000001269607,0.00002953458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0072144,"threshold_uncertainty_score":0.01434481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516373338411729,"score_gpt":0.381148778882399,"score_spread":0.3259850454982817,"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."}}