{"id":"W4411572403","doi":"10.37275/bsm.v9i8.1367","title":"The Mosaic of Risk in Neonatal Asphyxia: A Systematic Review of Clinical, Placental, and Systemic Predictors","year":2025,"lang":"en","type":"review","venue":"Bioscientia Medicina Journal of Biomedicine and Translational Research","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphyxia; Mosaic; Medicine; Perinatal asphyxia; Intensive care medicine; Obstetrics; Geography","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":[0.0106318,0.001311154,0.007345705,0.01104511,0.0006134777,0.002745687,0.00180547,0.001676399,0.003353635],"category_scores_gemma":[0.0470405,0.0009122977,0.006834372,0.01179785,0.001013556,0.002113046,0.001619277,0.0009604009,0.0002104348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003256029,"about_ca_system_score_gemma":0.01245768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008478646,"about_ca_topic_score_gemma":0.02267037,"domain_scores_codex":[0.9904357,0.003474449,0.003853495,0.000737949,0.001248387,0.0002499991],"domain_scores_gemma":[0.9567714,0.03362471,0.006414273,0.0005530957,0.002325079,0.0003114271],"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":[0.0001589091,0.00001223776,0.002468057,0.9645647,0.009931949,0.0001113375,0.0003006064,0.00008677566,0.00008797766,0.0002211267,0.0007447466,0.02131158],"study_design_scores_gemma":[0.0001460477,0.0001444493,0.00949441,0.8936774,0.08517074,0.0004285653,0.0004119368,0.0001237107,0.00009212396,0.000332805,0.009935232,0.00004261721],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001853436,0.9966837,0.0001742614,0.0002638699,0.00006567546,0.0002751653,0.0004811589,0.000005823194,0.0001969344],"genre_scores_gemma":[0.0335946,0.9634476,0.0009696824,0.0004605134,0.0000977763,0.0009544913,0.0003809698,0.000005578502,0.00008875185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01104511,"threshold_uncertainty_score":0.05622703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169268493012638,"score_gpt":0.4602231648246853,"score_spread":0.3432963155234214,"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."}}