{"id":"W4394709772","doi":"10.1097/shk.0000000000002368","title":"SHOCK SYNOPSIS APRIL 2024","year":2024,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; Sepsis; Microcirculation; Neuroinflammation; Septic shock; Shock (circulatory); Microglia; Traumatic brain injury; Intensive care medicine; Acute kidney injury; Cardiology; Pathology; Internal medicine; Inflammation","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006823246,0.0001434393,0.0002094974,0.00009893255,0.00003749882,0.00005108422,0.0000487586,0.00007128324,0.003276995],"category_scores_gemma":[0.00003253824,0.0001038188,0.0001695436,0.0002351166,0.00002327112,0.00004271858,0.00003315138,0.0001316629,0.002800628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288536,"about_ca_system_score_gemma":0.0000791254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004861096,"about_ca_topic_score_gemma":0.00001351781,"domain_scores_codex":[0.9990854,0.00001167616,0.0001584003,0.0003062177,0.0002181954,0.0002200972],"domain_scores_gemma":[0.9994473,0.00008946814,0.00001075026,0.0002867085,0.00002796986,0.0001378136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004729998,0.0004277406,0.03016698,0.0003444173,0.0008288285,0.001407203,0.0004049177,0.000006108452,0.0007335974,0.003508795,0.8545104,0.1076137],"study_design_scores_gemma":[0.0008290803,0.0004892506,0.02849409,0.0006531851,0.0007257973,0.0002167073,0.0001906902,0.001098152,0.006970999,0.001058125,0.9590093,0.000264644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6539485,0.03817999,0.0001785845,0.02333384,0.003810612,0.0008627,0.00005340462,0.0007874207,0.2788449],"genre_scores_gemma":[0.9584438,0.000475089,0.0005203313,0.001154732,0.0004533422,0.00004321932,0.00002763019,0.000037028,0.03884488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3044952,"threshold_uncertainty_score":0.9979758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06131661404686105,"score_gpt":0.3439914526973502,"score_spread":0.2826748386504891,"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."}}