{"id":"W2068347375","doi":"10.1159/000357162","title":"How to Monitor the Brain during Immediate Neonatal Transition and Resuscitation: A Systematic Qualitative Review of the Literature","year":2014,"lang":"en","type":"review","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Resuscitation; Cerebral blood flow; Oxygenation; Perfusion; Cerebral perfusion pressure; Neonatal resuscitation; Anesthesia; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002984759,0.000429699,0.002942842,0.0002945484,0.0001989765,0.0000374167,0.0004576886,0.0004205169,0.000009421628],"category_scores_gemma":[0.006790982,0.0002126201,0.0004669068,0.0010976,0.0003264375,0.00007373002,0.0001562913,0.001210319,0.00001568214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620877,"about_ca_system_score_gemma":0.000440613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008069086,"about_ca_topic_score_gemma":0.00001088177,"domain_scores_codex":[0.9921142,0.004868865,0.001160185,0.0005543681,0.0008192206,0.000483157],"domain_scores_gemma":[0.9934935,0.004091291,0.0007095199,0.0009430277,0.0005072968,0.0002553548],"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":[0.00005455557,0.000008793011,1.511639e-7,0.8597261,0.0001145547,0.00004736747,0.003169226,1.834728e-8,0.000002220727,0.0004320634,0.0002539036,0.136191],"study_design_scores_gemma":[0.0004026346,0.000163206,0.000006852852,0.5896593,0.0005166748,0.0008565017,0.0004582385,0.00000134336,0.000005973051,0.00006565011,0.4077149,0.0001487564],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009026043,0.9645203,0.00004530003,0.02818985,0.0002942819,0.006695606,0.0001241915,0.00001951252,0.00002067076],"genre_scores_gemma":[0.000163552,0.9953595,0.00009486254,0.00261116,0.0002258756,0.001058339,0.00005547863,0.00005664586,0.0003745278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.407461,"threshold_uncertainty_score":0.8670395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827688983068039,"score_gpt":0.4242604312790895,"score_spread":0.3759835414484091,"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."}}