{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006742738,0.0009578089,0.0009715854,0.002023976,0.0007325379,0.002615119,0.001205117,0.002606812,0.1692412],"category_scores_gemma":[0.003892448,0.0004137412,0.0008922248,0.001130874,0.0004509361,0.002235604,0.001540406,0.003545722,0.09295632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009982974,"about_ca_system_score_gemma":0.001352254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439858,"about_ca_topic_score_gemma":0.002271472,"domain_scores_codex":[0.9995462,0.00007257338,0.00008470022,0.00006129701,0.0001799166,0.00005528816],"domain_scores_gemma":[0.997997,0.0004595869,0.0002049456,0.00007589318,0.0009253344,0.0003371808],"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":[0.00008041412,0.00001475314,0.0001009128,0.001031465,0.00001082348,0.0002583299,0.00001921691,0.00003609027,0.0002730626,0.001046728,0.9014326,0.09569567],"study_design_scores_gemma":[0.00001397945,0.00002088158,0.0002121336,0.001066564,0.000008877801,0.0004148247,0.00001976311,0.0000169438,0.00006619741,0.0003180065,0.9978361,0.000005780643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001032035,0.2399752,0.001995427,0.07511526,0.4607869,0.0004389751,0.003704614,0.001010249,0.2159413],"genre_scores_gemma":[0.006384059,0.2876421,0.00139072,0.07423115,0.293736,0.0004007318,0.006723654,0.0004633137,0.3290283],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1692412,"threshold_uncertainty_score":0.5661682,"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."}}