{"id":"W4366603377","doi":"10.1007/s12519-023-00698-7","title":"Biomarkers of hypoxic–ischemic encephalopathy: a systematic review","year":2023,"lang":"en","type":"review","venue":"World Journal of Pediatrics","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; European Regional Development Fund; Universidade de Coimbra","keywords":"Medicine; Hypoxic Ischemic Encephalopathy; Encephalopathy; Pediatric surgery; Clinical Practice; Intensive care medicine; Systematic review; MEDLINE; Internal medicine; Surgery; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002241833,0.0004329928,0.006228783,0.001445845,0.00003147864,0.000008169524,0.0004902451,0.000215622,0.00004764025],"category_scores_gemma":[0.002751487,0.0002815907,0.00180049,0.002628065,0.00009530119,0.00006850677,0.0001245055,0.0008677557,0.0001296459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317015,"about_ca_system_score_gemma":0.0008612676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001084853,"about_ca_topic_score_gemma":7.37322e-7,"domain_scores_codex":[0.995007,0.0002999467,0.003371791,0.0002471612,0.0007697886,0.0003042883],"domain_scores_gemma":[0.9933311,0.001056578,0.004463566,0.0004730313,0.0004135827,0.0002621954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001155651,0.00005519652,0.000006971981,0.959694,0.0002953848,0.001181273,0.00001829643,1.3353e-8,0.000002030279,0.00001505794,0.008605001,0.03011516],"study_design_scores_gemma":[0.0003228302,0.0002018541,0.000001869889,0.7601227,0.02477804,0.005526857,0.00001760128,1.963328e-7,0.000001071776,0.00002335665,0.2087628,0.0002409237],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002197908,0.9970255,0.00002003443,0.00009117814,0.00068375,0.001331591,0.00004830496,0.00002145966,0.0007760095],"genre_scores_gemma":[0.00000366931,0.9966152,0.0005257707,0.0001611569,0.0007013371,0.0000252353,0.00002602229,0.00007605355,0.001865509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2001578,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228886573808179,"score_gpt":0.3343556448907313,"score_spread":0.2920667791526496,"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."}}