{"id":"W2948119070","doi":"10.1186/s40779-019-0208-7","title":"Validity of a noninvasive estimation of deep body temperature when wearing personal protective equipment during exercise and recovery","year":2019,"lang":"en","type":"article","venue":"Military Medical Research","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government; McMaster University","keywords":"Wet-bulb globe temperature; Medicine; Limits of agreement; Heart rate; Personal protective equipment; Statistics; Relative humidity; Skin temperature; Heat stress; Animal science; Surgery; Mathematics; Nuclear medicine; Biomedical engineering; Meteorology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002645904,0.0004063364,0.0003430147,0.0003411814,0.0001874282,0.0006092768,0.0005379902,0.000463322,0.0004669522],"category_scores_gemma":[0.01078021,0.0002189728,0.0003169454,0.0002160775,0.0004206478,0.0003966601,0.0007046201,0.0003058944,0.0003073824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127665,"about_ca_system_score_gemma":0.0001434629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128058,"about_ca_topic_score_gemma":0.002140914,"domain_scores_codex":[0.9967675,0.001220762,0.000273612,0.0006561841,0.0009567137,0.0001250756],"domain_scores_gemma":[0.9937965,0.002398899,0.001940145,0.0007477194,0.0009767378,0.0001399434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001500337,0.000179253,0.937132,0.0001231933,0.0002409111,0.00009391538,0.001244997,0.0007586799,0.02191764,0.00006361751,0.0001427443,0.03660279],"study_design_scores_gemma":[0.00001142449,0.0005616964,0.9942108,0.00002759775,0.00003295562,0.0001827036,0.0004000361,0.001639186,0.002599933,0.00005385383,0.0002681587,0.0000116325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946023,0.0001385837,0.004271711,0.00001679903,0.00001925327,0.00002681601,0.0001035543,0.00001418129,0.0008068887],"genre_scores_gemma":[0.9982364,0.00004205447,0.001286688,0.00001884773,0.000009664691,0.000020186,0.0001190735,0.000005738479,0.0002613747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002645904,"threshold_uncertainty_score":0.01399308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490907496688058,"score_gpt":0.3518713174832102,"score_spread":0.3069622425163296,"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."}}