{"id":"W3092248115","doi":"10.1002/hsr2.190","title":"A wearable carotid Doppler tracks changes in the descending aorta and stroke volume induced by <scp>end‐inspiratory</scp> and <scp>end‐expiratory</scp> occlusion: A pilot study","year":2020,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Descending aorta; Medicine; Cardiology; Common carotid artery; Aorta; Occlusion; Stroke volume; Internal medicine; Ultrasound; Carotid arteries; Radiology; Heart rate; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004291987,0.0003639501,0.0006716159,0.0002772444,0.0008979988,0.0001931092,0.0002531663,0.00009557333,0.000006313026],"category_scores_gemma":[0.0006047974,0.0002788538,0.00003629675,0.001155504,0.0003743236,0.0002937356,0.0001563384,0.0007199642,0.000003343857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256453,"about_ca_system_score_gemma":0.001143181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607721,"about_ca_topic_score_gemma":0.0002811384,"domain_scores_codex":[0.9954416,0.0001726892,0.0007672541,0.001178288,0.001358018,0.001082203],"domain_scores_gemma":[0.9976258,0.0001736655,0.0004629227,0.0006236719,0.0001255987,0.0009883506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008577141,0.0005039652,0.9419118,0.0002141367,0.00002028671,0.0005639137,0.01677318,0.000002522978,0.03519811,0.000009132174,0.001024551,0.003769894],"study_design_scores_gemma":[0.002244435,0.007909798,0.9522584,0.0004388079,0.00005062364,0.001569136,0.02046066,0.000926867,0.003476671,0.00002108643,0.01046921,0.0001742697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933678,0.001686278,0.00001863111,0.001997307,0.0004329732,0.00184534,0.000007891523,0.0001156769,0.0005280931],"genre_scores_gemma":[0.9958378,0.0003595866,0.0001209605,0.003040647,0.0003076525,0.0001011219,0.000003593622,0.00003808163,0.0001905241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03172144,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608081611847571,"score_gpt":0.325278449306504,"score_spread":0.2691976331880283,"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."}}