{"id":"W3138314153","doi":"10.1007/s00431-021-04307-5","title":"A new physiologic-based integrated algorithm in the management of neonatal hemodynamic instability","year":2021,"lang":"en","type":"review","venue":"European Journal of Pediatrics","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Manitoba","funders":"","keywords":"Hemodynamics; Medicine; Shock (circulatory); Pathophysiology; Intensive care medicine; Cardiology; Blood pressure; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002426956,0.0002886475,0.001478937,0.0002323357,0.00002663161,0.00002099189,0.0007336423,0.00009193558,0.0001119752],"category_scores_gemma":[0.0004424455,0.0001662249,0.0008361334,0.001459524,0.00008272936,0.00003676644,0.00009658311,0.00144903,0.00002192977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311375,"about_ca_system_score_gemma":0.0008187513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000367579,"about_ca_topic_score_gemma":6.508104e-7,"domain_scores_codex":[0.9960076,0.001051949,0.001965502,0.0002725665,0.0005121761,0.0001902109],"domain_scores_gemma":[0.9964597,0.001073326,0.001430931,0.0006106413,0.0002888915,0.0001365635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001358281,0.000340713,0.00002872776,0.004168598,0.00008632502,0.0004312345,0.00003836767,0.000006902027,2.126922e-7,0.00003297635,0.0009648426,0.9938875],"study_design_scores_gemma":[0.001407146,0.00059974,0.001214789,0.005485465,0.0032637,0.0002658261,0.0003049604,0.00002652569,2.228218e-7,0.00007132834,0.9871308,0.0002295129],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001956419,0.9659433,0.03208524,0.0001308337,0.0002225611,0.0006129181,0.00007262986,0.00001033987,0.0007264935],"genre_scores_gemma":[0.0001054856,0.9148666,0.0841561,0.00009215217,0.000538149,0.000003657742,0.0001430307,0.00003792643,0.0000569407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.993658,"threshold_uncertainty_score":0.6778454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05869174259808855,"score_gpt":0.35782799948324,"score_spread":0.2991362568851514,"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."}}