{"id":"W2995443246","doi":"10.1371/journal.pone.0226891","title":"Birth asphyxia and its associated factors among newborns in public hospital, northeast Amhara, Ethiopia","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Medicine; Asphyxia; Logistic regression; Referral; Pediatrics; Apgar score; Cross-sectional study; Public health; Systematic sampling; Infant mortality; Obstetrics; Demography; Gestational age; Pregnancy; Environmental health; Population; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001454312,0.0001806761,0.0004694172,0.0001701127,0.00003702252,0.000020314,0.00009300355,0.000211,0.0002660547],"category_scores_gemma":[0.0003706343,0.0001548038,0.00005040028,0.0002866194,0.00006994445,0.0001913478,0.00008615319,0.0004437206,0.0001974054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005270852,"about_ca_system_score_gemma":0.00004891511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007528335,"about_ca_topic_score_gemma":0.0001598283,"domain_scores_codex":[0.9986851,0.00005466168,0.0002381153,0.0003491456,0.0002978418,0.0003751537],"domain_scores_gemma":[0.9993113,0.00009673905,0.00009329219,0.0002041127,0.00009580347,0.0001987987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002834617,0.001101534,0.9866036,0.0001275625,0.0001266196,0.00004963921,0.0005461627,7.402376e-8,0.01092635,0.0002079628,0.00001532574,0.0002668023],"study_design_scores_gemma":[0.001428892,0.0005325703,0.9954823,0.0001924826,0.00004572702,0.000002918406,0.0001517403,0.000144991,0.001639966,0.00009426069,0.0001050041,0.0001792038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994884,0.0002680377,6.235669e-7,0.00130102,0.00007655098,0.0006160043,0.00004144343,0.00008969392,0.002722694],"genre_scores_gemma":[0.9956519,0.00006525334,0.00003871731,0.0002821851,0.00004250152,0.00001617108,0.00008289761,0.00003065092,0.003789709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009286389,"threshold_uncertainty_score":0.6312717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076794340254898,"score_gpt":0.2224574393413453,"score_spread":0.1916894959387963,"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."}}