{"id":"W2136474510","doi":"10.1016/j.ogrm.2010.08.004","title":"Understanding perinatal mortality","year":2010,"lang":"en","type":"article","venue":"Obstetrics Gynaecology & Reproductive Medicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Perinatal mortality; Developing country; Developed country; Infant mortality; Public health; Health care; Mortality rate; Environmental health; Intensive care medicine; Pregnancy; Economic growth; Nursing; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007778217,0.0002528959,0.0006113362,0.0003032959,0.0002115815,0.000007396588,0.0001720862,0.0002229969,0.003489358],"category_scores_gemma":[0.006768767,0.0001888138,0.00008233042,0.0007445341,0.0007537159,0.00008656798,0.0001001896,0.001018892,0.00009434488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004439774,"about_ca_system_score_gemma":0.0001583044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001218827,"about_ca_topic_score_gemma":0.00002543769,"domain_scores_codex":[0.9976727,0.00006146095,0.0004518474,0.0008176574,0.0004752591,0.0005210345],"domain_scores_gemma":[0.9979656,0.0003684285,0.0001721334,0.0008382546,0.0002993293,0.0003562872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064426,0.0003729491,0.9325042,0.0002494747,0.0002441993,0.001167345,0.0008829414,0.000001760308,0.005541437,0.04523104,0.006041425,0.007656727],"study_design_scores_gemma":[0.002213141,0.0009289592,0.9651867,0.000009977292,0.0001812984,0.0005184301,0.000661265,0.00001271203,0.0006123288,0.005521942,0.02397362,0.0001796008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.908403,0.0005079701,0.0002108099,0.01205525,0.01023763,0.0005500094,0.000008441071,0.0001444768,0.06788238],"genre_scores_gemma":[0.995024,0.00007639742,0.0003261687,0.001863056,0.001199377,0.00001620726,0.00002378629,0.00002744295,0.001443546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.086621,"threshold_uncertainty_score":0.9974216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08739698276091884,"score_gpt":0.3337526060607018,"score_spread":0.246355623299783,"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."}}