{"id":"W4281254224","doi":"10.1097/ta.0000000000003698","title":"A wireless ultrasound patch detects mild-to-moderate central hypovolemia during lower body negative pressure","year":2022,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Blood pressure; Common carotid artery; Stroke volume; Cardiology; Doppler effect; Shock (circulatory); Blood flow; Ultrasound; Internal medicine; Heart rate; Carotid arteries; Radiology","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":[0.0003109216,0.0002946712,0.0002989318,0.0003004582,0.00007597326,0.0003735968,0.0002193492,0.0003874477,0.0008030151],"category_scores_gemma":[0.001461274,0.0001298682,0.000145149,0.0001396786,0.0002208381,0.0002575272,0.0001734851,0.0003453156,0.0001930331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068686,"about_ca_system_score_gemma":0.00008847866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001996554,"about_ca_topic_score_gemma":0.0002265033,"domain_scores_codex":[0.9997777,0.00004679923,0.00001312431,0.00005811575,0.00007938247,0.00002491191],"domain_scores_gemma":[0.9994057,0.0001929655,0.0002169442,0.00004389752,0.0000798533,0.00006060603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00249865,0.0006135982,0.161719,0.0002637469,0.0001134619,0.0005423448,0.000144526,0.0007628883,0.7258567,0.00007886119,0.0006246659,0.1067816],"study_design_scores_gemma":[0.0001894459,0.01503351,0.740766,0.00006724852,0.0002994886,0.004798536,0.0001999482,0.01578469,0.2206546,0.0001840078,0.001982264,0.00004030444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877716,0.0007530564,0.01059606,0.00007705915,0.00004244432,0.00004152762,0.00006552967,0.0001342571,0.000518419],"genre_scores_gemma":[0.9946671,0.0002943474,0.004459733,0.0001253866,0.00006550926,0.00003025577,0.00006926354,0.000009896647,0.0002786538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008030151,"threshold_uncertainty_score":0.002686381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009609559177346775,"score_gpt":0.285281428570077,"score_spread":0.2756718693927302,"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."}}