{"id":"W4387297168","doi":"10.1111/aor.14655","title":"Organ blood flow assessment with the <scp>ModulHeart</scp> cardiorenal support device","year":2023,"lang":"en","type":"article","venue":"Artificial Organs","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Walsh Medical Devices (Canada)","funders":"","keywords":"Medicine; Cardiology; Perfusion; Internal medicine; Hemodynamics; Blood flow; Blood pressure; Renal circulation; Ventricle; Descending aorta; Aorta; Cardiac output; Aortic pressure; Cerebral perfusion pressure; Renal blood flow; Cerebral blood flow; Pulse pressure; Coronary perfusion pressure; Anesthesia; Resuscitation","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":[0.0004915182,0.0002928857,0.000193926,0.0004435262,0.0001629898,0.0002843398,0.0002224323,0.000223773,0.001397014],"category_scores_gemma":[0.0004189446,0.0001068194,0.0001453274,0.0001566909,0.0003970002,0.0003245027,0.00027969,0.0003556756,0.0001144578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104474,"about_ca_system_score_gemma":0.0003175045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009433639,"about_ca_topic_score_gemma":0.001355664,"domain_scores_codex":[0.9998275,0.00002876966,0.00000901829,0.00004707318,0.00005198971,0.00003555494],"domain_scores_gemma":[0.9997231,0.00006411641,0.000088008,0.00001620371,0.00005336424,0.00005512514],"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":[0.00185122,0.0001413529,0.0240286,0.0001592445,0.00002410731,0.00009969471,0.0001270642,0.0002987738,0.9553431,0.00009638022,0.0001113055,0.01771912],"study_design_scores_gemma":[0.00009249446,0.006795347,0.2938175,0.00003034337,0.0001511054,0.0008185905,0.0001863588,0.004399954,0.6923488,0.0000676073,0.001253601,0.00003824734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926197,0.0003249581,0.00655563,0.00001650083,0.000005749826,0.00004037878,0.00009693907,0.00003440338,0.000305595],"genre_scores_gemma":[0.9874413,0.000331627,0.01157626,0.00002914609,0.000009821455,0.00006792974,0.000133465,0.00001301452,0.0003973898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397014,"threshold_uncertainty_score":0.004673481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165248575138067,"score_gpt":0.2305095731331082,"score_spread":0.2139847156193015,"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."}}