{"id":"W4414539926","doi":"10.1038/s41390-025-04401-6","title":"Clinical research study: cerebral autoregulation in neonates and infants undergoing open heart surgery: global patterns and derived cerebral hemodynamic metrics","year":2025,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Cardiopulmonary bypass; Cerebral perfusion pressure; Cerebral autoregulation; Hemodynamics; Perfusion; Autoregulation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002069912,0.0004980445,0.0007008206,0.0005611251,0.0005208873,0.0007274876,0.0004762805,0.0005720221,0.001462743],"category_scores_gemma":[0.005223801,0.0001588519,0.0003558933,0.0008557204,0.0006928385,0.0006880498,0.0006357018,0.0007485485,0.000425801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006921695,"about_ca_system_score_gemma":0.001490867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017162,"about_ca_topic_score_gemma":0.001495883,"domain_scores_codex":[0.9989163,0.0004378133,0.0001348806,0.0002439984,0.0001529315,0.0001141005],"domain_scores_gemma":[0.996229,0.001019054,0.0007987141,0.0004375442,0.000741763,0.0007739423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008730192,0.002091612,0.9373149,0.0002571837,0.0003203719,0.001541347,0.001087613,0.0003491347,0.00780564,0.0004951774,0.00106544,0.03894141],"study_design_scores_gemma":[0.0004832137,0.01092278,0.9801143,0.00005330521,0.0001371604,0.0023843,0.001039637,0.0003704435,0.002651444,0.0001886058,0.001624916,0.00002996914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973827,0.0004882393,0.0004822155,0.0001103238,0.0000246075,0.0001953685,0.0003437152,0.000006363041,0.000966387],"genre_scores_gemma":[0.9951815,0.0008181148,0.001649952,0.0003089552,0.0001145494,0.0005418925,0.0008919029,0.00001149309,0.0004815842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002069912,"threshold_uncertainty_score":0.01094681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465412562417039,"score_gpt":0.4718110723344194,"score_spread":0.3252698160927155,"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."}}