{"id":"W4316661320","doi":"10.1016/j.jacc.2022.10.029","title":"Declining Incidence of Postoperative Neonatal Brain Injury in Congenital Heart Disease","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; British Columbia Children's Hospital; University of Toronto","funders":"National Institute of Biomedical Imaging and Bioengineering; March of Dimes Foundation; National Institutes of Health; University of California, San Francisco; National Center for Research Resources; National Institute of Neurological Disorders and Stroke; American Heart Association; Canadian Institutes of Health Research","keywords":"Medicine; Perioperative; Incidence (geometry); Odds ratio; Magnetic resonance imaging; Epoch (astronomy); Stroke (engine); Logistic regression; Cardiology; Anesthesia; Internal medicine; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008761766,0.0001087539,0.0002490769,0.001762159,0.0004470578,0.0007562389,0.0005943485,0.0005462096,0.001692357],"category_scores_gemma":[0.008094097,0.000138217,0.0002961694,0.002930738,0.000440377,0.0006203912,0.0006369411,0.000826438,0.0002245112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048374,"about_ca_system_score_gemma":0.001484549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06173417,"about_ca_topic_score_gemma":0.08587455,"domain_scores_codex":[0.9993541,0.0001240671,0.0001288136,0.0001067869,0.0001343528,0.0001519563],"domain_scores_gemma":[0.9941954,0.0007469773,0.002452921,0.0004310237,0.001265292,0.0009083413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003459676,0.00001034966,0.9977005,0.000009963534,0.000009489444,0.00004679156,0.00007441232,0.00003073231,0.00008343192,0.00004999191,0.0001386832,0.001811048],"study_design_scores_gemma":[7.510227e-7,0.00001939934,0.9996049,0.000005241621,0.000003358994,0.00006058817,0.000148241,0.00001974113,0.00001981415,0.000009324945,0.0001079325,7.102299e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995842,0.0009145364,0.00004256671,0.0004062668,0.00001459778,0.000003889415,0.001168749,0.000004687671,0.001602642],"genre_scores_gemma":[0.9979038,0.00086033,0.00004507334,0.00007489257,0.00001891473,0.00000319352,0.0008597575,0.000002678361,0.0002313297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06173417,"threshold_uncertainty_score":0.1227497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170661840475333,"score_gpt":0.32053110079356,"score_spread":0.3034649167460267,"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."}}