{"id":"W4400004046","doi":"10.1364/translational.2024.tw1b.3","title":"Assessing Progressive Microvascular Dysfunction in Early Sepsis with Non-invasive Optical Spectroscopy","year":2024,"lang":"en","type":"article","venue":"","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Sepsis; Spectroscopy; Medicine; Internal medicine; Physics","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":[0.0004073948,0.0003997558,0.0002792644,0.0003804623,0.0001351454,0.0001786249,0.0001826868,0.0003238225,0.0005530371],"category_scores_gemma":[0.0003837325,0.0001533403,0.0001372564,0.0002128723,0.0003122316,0.0003236901,0.0002544362,0.0007493051,0.00005823448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110666,"about_ca_system_score_gemma":0.0001706294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002548351,"about_ca_topic_score_gemma":0.0004876816,"domain_scores_codex":[0.9998314,0.00005747925,0.000007946738,0.0000270232,0.00004726545,0.00002877567],"domain_scores_gemma":[0.9997278,0.00007000034,0.00009242071,0.00001945813,0.00003871253,0.00005167589],"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":[0.001151635,0.0001071118,0.002383764,0.00007880639,0.00001161831,0.00007867903,0.00003318365,0.0001375263,0.9907415,0.00006863823,0.00004682257,0.0051607],"study_design_scores_gemma":[0.0000833095,0.006634049,0.1172123,0.00003889957,0.0001066147,0.0008046246,0.0001558753,0.006639939,0.8670027,0.0005321854,0.0007514642,0.00003792063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796814,0.002326077,0.01716789,0.00006135408,0.00002975075,0.00004334455,0.0001100574,0.0001022147,0.000477917],"genre_scores_gemma":[0.9851192,0.001717486,0.01209052,0.00007655414,0.00002561713,0.0001308521,0.00009765592,0.00001740497,0.0007247775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005530371,"threshold_uncertainty_score":0.002154529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047948064657299,"score_gpt":0.3165158030711649,"score_spread":0.3060363224245919,"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."}}