{"id":"W4414048524","doi":"10.7759/cureus.91749","title":"Cerebral Oxygenation Monitoring Using Near-Infrared Spectroscopy in Delivery Room Resuscitation of Neonates: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Randomized controlled trial; Population; Oxygenation; Cohort study; Incidence (geometry); Intraventricular hemorrhage; Neonatal resuscitation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007695247,0.001505682,0.0081995,0.00760316,0.0005624493,0.002685172,0.001666896,0.001959288,0.003102422],"category_scores_gemma":[0.03485016,0.000978931,0.007120879,0.007838051,0.0007524542,0.002237162,0.001237584,0.001109247,0.0002727643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003175546,"about_ca_system_score_gemma":0.01012196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006022468,"about_ca_topic_score_gemma":0.01818723,"domain_scores_codex":[0.9932318,0.002668875,0.002407548,0.0004132896,0.001088848,0.0001896881],"domain_scores_gemma":[0.9798951,0.01463723,0.003477564,0.0002627441,0.001502508,0.0002249611],"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":[0.0001954945,0.00001443688,0.0004084428,0.9693596,0.006524461,0.00006444738,0.00012153,0.00007500493,0.0001172151,0.00009839862,0.0006614754,0.02235956],"study_design_scores_gemma":[0.000416269,0.0003450606,0.003264832,0.9007286,0.08278955,0.0003224295,0.000238316,0.0001331877,0.0002292089,0.0002031651,0.01128931,0.00004004318],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001448111,0.9973421,0.0001615309,0.0001597601,0.00009453185,0.0004111668,0.0001768619,0.000008419885,0.0001975078],"genre_scores_gemma":[0.01611274,0.9815534,0.0007671077,0.0004190167,0.00007530626,0.0008224435,0.0001335787,0.000004707292,0.000111649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0081995,"threshold_uncertainty_score":0.0406968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316178291988572,"score_gpt":0.307289315370963,"score_spread":0.2756714861721059,"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."}}