{"id":"W4391818122","doi":"10.1111/vec.13359","title":"Defining sepsis in small animals","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Emergency and Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sepsis; Human medicine; Intensive care medicine; Narrative review; Position statement; Psychological intervention; Veterinary medicine; Family medicine; Nursing; Immunology","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":[0.0001198777,0.0001011657,0.0002435264,0.0001391522,0.00002948584,0.0000176238,0.00003258128,0.00005654035,0.0004547155],"category_scores_gemma":[0.0001391813,0.00007581279,0.0001451244,0.0001256615,0.00002741247,0.00007071361,0.00002438315,0.0001885627,0.000007931744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004754655,"about_ca_system_score_gemma":0.00004256795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008923883,"about_ca_topic_score_gemma":0.000003679755,"domain_scores_codex":[0.9991978,0.00003529694,0.0003654376,0.0001283215,0.0001179021,0.0001552659],"domain_scores_gemma":[0.9995639,0.0001109544,0.000019396,0.00006375289,0.0001023597,0.0001395801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00165763,0.001641116,0.6564379,0.009299064,0.000661965,0.07135542,0.01127755,0.000007474723,0.01152418,0.03635895,0.004575259,0.1952035],"study_design_scores_gemma":[0.002982049,0.03415842,0.8771288,0.006765438,0.001615834,0.01402934,0.01751477,0.0002376915,0.001998451,0.005352662,0.03753797,0.0006786102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87543,0.1211342,0.00001201342,0.00170044,0.0004487225,0.00004329629,0.000006952138,0.000008476907,0.001215917],"genre_scores_gemma":[0.9962229,0.002806543,0.0007156096,0.00009951567,0.0001234499,0.000005210325,0.000001638069,0.00001209787,0.00001310845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2206909,"threshold_uncertainty_score":0.4978815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238202964216827,"score_gpt":0.420058609761758,"score_spread":0.2962383133400753,"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."}}