{"id":"W2028893476","doi":"10.1097/aog.0b013e31828b33a4","title":"A Prediction Score for Maternal Mortality in Senegal and Mali","year":2013,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Canadian Women's Health Network; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Obstetrics; Maternal death; Eclampsia; Standardized mortality ratio; Observational study; Receiver operating characteristic; Pregnancy; Prospective cohort study; Referral; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001814212,0.0007191556,0.000306901,0.001803249,0.0002418564,0.0005354219,0.0003959064,0.000274156,0.0007514044],"category_scores_gemma":[0.00578768,0.0001599978,0.0003417963,0.001094166,0.0003259861,0.0003943116,0.0007557693,0.0003985587,0.0001881179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000809059,"about_ca_system_score_gemma":0.0008470131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100819,"about_ca_topic_score_gemma":0.01278031,"domain_scores_codex":[0.9994127,0.0002719692,0.00005930795,0.00005339031,0.0001150571,0.00008752458],"domain_scores_gemma":[0.9986217,0.0003267385,0.0006646359,0.00004221765,0.0002147034,0.0001300117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000718946,0.00001677536,0.9955484,0.00001180186,0.00003996316,0.00005808554,0.00004759432,0.0002252034,0.00006256548,0.00002338468,0.0002403252,0.003654015],"study_design_scores_gemma":[0.00002234084,0.0001505321,0.9963644,0.00002542026,0.00002969615,0.0002038702,0.000170857,0.002466072,0.0001284815,0.00005298761,0.0003787531,0.000006650303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967618,0.0003250476,0.0005521099,0.0002586776,0.00001901551,0.00006478911,0.001135959,0.00002113688,0.0008613897],"genre_scores_gemma":[0.9981161,0.0001467425,0.0007933369,0.00002868593,0.000009608408,0.00006661897,0.0007167045,0.000001903829,0.0001203505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100819,"threshold_uncertainty_score":0.0218882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277605322949861,"score_gpt":0.2896725378830184,"score_spread":0.2468964846535198,"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."}}