{"id":"W2802179104","doi":"10.1097/ede.0000000000000852","title":"Newborn Apgar Score and Prediction of Maternal Death","year":2018,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Apgar score; Medicine; Hazard ratio; Obstetrics; Proportional hazards model; Pregnancy; Pediatrics; Confidence interval; Birth weight; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005008699,0.0002112752,0.0009502154,0.0000953319,0.00003623611,0.000001593792,0.00009178335,0.0008215573,0.0002140121],"category_scores_gemma":[0.0002879589,0.0001527468,0.00009371129,0.00003400311,0.0002029506,0.0000187834,0.00006480685,0.0008006789,0.00006175679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004870068,"about_ca_system_score_gemma":0.00006418595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006893579,"about_ca_topic_score_gemma":0.000004639999,"domain_scores_codex":[0.9982756,0.0002417928,0.0006184068,0.0003603158,0.0001098503,0.0003940138],"domain_scores_gemma":[0.9989643,0.0002331633,0.0003316109,0.0002757958,0.00008444428,0.0001106783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006290182,0.000007057185,0.3536827,0.0005141853,0.00005730232,0.0000619453,0.000010865,1.07776e-7,0.00001262858,0.0001456854,0.6447242,0.0007204417],"study_design_scores_gemma":[0.0002926745,0.0004478118,0.4734754,0.0003311002,0.00008422048,0.0005580789,0.00000115175,0.00001811734,0.00001374761,0.002654054,0.5220729,0.0000507299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2591735,0.001178644,0.0002035603,0.7325352,0.0011717,0.0003683161,0.0002803673,0.00006389402,0.005024903],"genre_scores_gemma":[0.01168993,0.0008916656,0.003057942,0.9694157,0.01191434,0.00001108115,0.0003431673,0.00003738391,0.002638771],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2474835,"threshold_uncertainty_score":0.6336602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07116484157881085,"score_gpt":0.3277341321251873,"score_spread":0.2565692905463764,"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."}}