{"id":"W4224106949","doi":"10.1038/s41598-022-10208-w","title":"Spectroscopy detects skeletal muscle microvascular dysfunction during onset of sepsis in a rat fecal peritonitis model","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Lawson Health Research Institute; California HIV/AIDS Research Program","keywords":"Histopathology; Intravital microscopy; Sepsis; Skeletal muscle; Pathology; Peritonitis; Medicine; Organ dysfunction; Microcirculation; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002331821,0.0004470895,0.0002603289,0.0003671344,0.0001159195,0.0001339997,0.0001497269,0.0003141344,0.0006926051],"category_scores_gemma":[0.000152089,0.0001758193,0.0002023215,0.0001446465,0.0002908713,0.0002218058,0.000208054,0.0006405697,0.00009366324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625573,"about_ca_system_score_gemma":0.000148784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005486026,"about_ca_topic_score_gemma":0.0008840186,"domain_scores_codex":[0.9999073,0.00001864828,0.000004860545,0.00002386981,0.00002228583,0.00002299003],"domain_scores_gemma":[0.9998141,0.0000138516,0.00008160181,0.00001337769,0.00002916428,0.00004785343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003533302,0.0000495916,0.0008706191,0.00001878461,0.000005328712,0.00002723271,0.00001288433,0.00005180968,0.9976032,0.00001385115,0.00002043347,0.0009728551],"study_design_scores_gemma":[0.00004203769,0.006310347,0.05843748,0.00001842093,0.00006457743,0.0002931899,0.000176223,0.003197586,0.930909,0.00008861201,0.0004463256,0.00001611113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947371,0.000518962,0.00427037,0.00005380151,0.00002013219,0.00002086029,0.0001065869,0.00005575149,0.0002163855],"genre_scores_gemma":[0.9945233,0.0005464262,0.003780311,0.00006274228,0.000009162512,0.0000578897,0.0001433035,0.000008957642,0.0008679146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006926051,"threshold_uncertainty_score":0.002317011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009314649095151966,"score_gpt":0.248185860321548,"score_spread":0.2388712112263961,"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."}}