{"id":"W6901834833","doi":"10.60692/byxpg-svw40","title":"Intra-abdominal infections survival guide: a position statement by the Global Alliance For Infections In Surgery","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Septic shock; Antimicrobial; Position statement; Shock (circulatory); Organ dysfunction; Position paper; MEDLINE; Endotoxic shock","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":[0.0008224976,0.0001695775,0.0002606601,0.0001570082,0.0002981941,0.0002479909,0.00006539791,0.00008542476,0.00002733115],"category_scores_gemma":[0.0000698826,0.0001251229,0.0001827942,0.000688981,0.00005299939,0.0005388585,0.00002329532,0.0001282173,0.0002381032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00067187,"about_ca_system_score_gemma":0.0002415518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006898725,"about_ca_topic_score_gemma":0.000008804001,"domain_scores_codex":[0.9983814,0.0000826297,0.0008710104,0.0001734777,0.0002323244,0.0002591049],"domain_scores_gemma":[0.9991758,0.000127831,0.0001494489,0.0002679618,0.0001910894,0.00008789479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000914264,0.000189957,0.8315387,0.004477674,0.0008679461,0.00002849296,0.02177566,0.0009929078,0.00006678902,0.02115734,0.09347389,0.02451634],"study_design_scores_gemma":[0.00480672,0.001149445,0.3282163,0.006512094,0.001522834,0.004645709,0.03754998,0.07788548,0.002000627,0.0004159619,0.533086,0.002208828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7204757,0.00007969147,0.2654188,0.004071353,0.001735882,0.002240031,0.0009586251,0.0004725882,0.004547382],"genre_scores_gemma":[0.9980156,0.000001991578,0.0001033921,0.0002480526,0.0001254225,0.001073511,0.0002032855,0.000009704668,0.0002190411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5033224,"threshold_uncertainty_score":0.5102366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953524423090563,"score_gpt":0.2857823771037105,"score_spread":0.2462471328728049,"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."}}