{"id":"W4323348197","doi":"10.1111/apa.16745","title":"Cardiac output and regional‐cerebral‐oxygen‐saturation in preterm neonates during immediate postnatal transition: An observational study","year":2023,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health; Royal Alexandra Hospital; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Gestational age; Oxygen saturation; Respiratory system; Anesthesia; Respiratory rate; Heart rate; Gestation; Cardiology; Pediatrics; Oxygen; Blood pressure; Internal medicine; Pregnancy","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":[0.0008324974,0.0002757028,0.0005951792,0.0004919987,0.0003181533,0.0005283714,0.0004334914,0.0004568366,0.0004863866],"category_scores_gemma":[0.003699041,0.0002395,0.0005078135,0.0006144072,0.0003209784,0.0003675316,0.0004837757,0.0006419788,0.0001284557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620657,"about_ca_system_score_gemma":0.0003814444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219836,"about_ca_topic_score_gemma":0.001993051,"domain_scores_codex":[0.9992579,0.0002098594,0.00009666036,0.0001879941,0.0001471597,0.000100576],"domain_scores_gemma":[0.9979089,0.0005835166,0.0007634166,0.0001773241,0.0001875027,0.0003794162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001812424,0.00003589328,0.9986687,0.0000109597,0.00004494184,0.0001429767,0.0001046807,0.00001926241,0.0002071378,0.000007555759,0.00002051801,0.0005562794],"study_design_scores_gemma":[0.000007221946,0.0002721748,0.9987577,0.000006191619,0.00002751105,0.0004273733,0.0002251231,0.0001337504,0.00008241845,0.00001079841,0.00004568953,0.0000039319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997634,0.00007178725,0.00004302754,0.000004240996,0.000001296622,0.000003146421,0.00007478938,6.135372e-7,0.00003764561],"genre_scores_gemma":[0.9997206,0.00006088585,0.00004302747,0.000006547263,0.000003023925,0.00001020901,0.0001353533,6.648335e-7,0.0000196421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003219836,"threshold_uncertainty_score":0.006402194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04344783546024557,"score_gpt":0.2508086370301998,"score_spread":0.2073608015699543,"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."}}