{"id":"W4394874451","doi":"10.26685/urncst.553","title":"Assessing the Induced Adipose Tissue Browning Effects of Hypoxic Swimming and Cold-Water Exposure in Healthy Human Participants Using Contrast-Enhanced Ultrasound (CEUS)","year":2024,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Browning; Contrast-enhanced ultrasound; Ultrasound; Contrast (vision); Adipose tissue; Medicine; Radiology; Internal medicine; Chemistry; Food science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003990759,0.0003341903,0.0002444609,0.0001721298,0.0002374586,0.0002015932,0.0001774175,0.0003365252,0.002560511],"category_scores_gemma":[0.0003202726,0.0001718537,0.0002754272,0.0001273194,0.0002847543,0.0001372295,0.000258107,0.0002816482,0.0002693959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038122,"about_ca_system_score_gemma":0.0002735148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005319136,"about_ca_topic_score_gemma":0.001273117,"domain_scores_codex":[0.9997967,0.0000453367,0.00001449609,0.00004523961,0.00006214601,0.00003612142],"domain_scores_gemma":[0.9998085,0.00003333802,0.00005571393,0.00001298921,0.00003964814,0.00004988985],"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":[0.009065163,0.002521934,0.08434468,0.000615291,0.0001132887,0.0003109348,0.0005564801,0.0002176321,0.8722508,0.0001386415,0.000442578,0.02942256],"study_design_scores_gemma":[0.0002718952,0.06387558,0.7203711,0.0000911949,0.0002854714,0.001023855,0.0009968722,0.000829529,0.208936,0.0002530992,0.003021515,0.00004397018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960876,0.0006708321,0.001871338,0.00005018209,0.00002177414,0.0002151586,0.0001865592,0.0000222838,0.0008743198],"genre_scores_gemma":[0.9906237,0.0008476682,0.004778128,0.0002036681,0.00003085206,0.0007165377,0.000339307,0.00001144739,0.002448899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002560511,"threshold_uncertainty_score":0.008565784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341846289987413,"score_gpt":0.4925517422891552,"score_spread":0.3583671132904139,"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."}}