{"id":"W2163532987","doi":"10.12927/whp.2007.18844","title":"The Obstetric Pathology of Poverty: Maternal Mortality in Kep Province, Cambodia","year":2007,"lang":"en","type":"article","venue":"World health & population","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Verbal autopsy; Maternal death; Eclampsia; Standardized mortality ratio; Respondent; Poverty; Cause of death; Obstetrics; Pregnancy; Demography; Environmental health; Population; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009832591,0.00009820583,0.0002861307,0.0001942339,0.0001062986,0.000005330635,0.00006628496,0.00005156819,0.00001284101],"category_scores_gemma":[0.000053306,0.00006789289,0.0000417233,0.000397364,0.00002798112,0.00004251545,0.00002287891,0.000206806,0.000008835191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343562,"about_ca_system_score_gemma":0.0001419777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01349637,"about_ca_topic_score_gemma":0.02681578,"domain_scores_codex":[0.9983066,0.00008771516,0.0007394484,0.0001701757,0.0002842266,0.0004118498],"domain_scores_gemma":[0.9992209,0.00006946475,0.0003033495,0.0002138123,0.00004937099,0.0001431111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001633923,0.0000582711,0.9830068,0.0002245242,0.000004158298,0.00002564004,0.00005823452,0.000005867666,0.00002058166,0.003963848,0.0004280068,0.01204069],"study_design_scores_gemma":[0.0005765592,0.0001160144,0.9948795,0.0001214946,0.000006983475,0.00002525551,0.00002687066,0.00005378925,0.00002758133,0.0007726558,0.003344931,0.00004830922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934303,0.0007843563,0.0000304316,0.003115985,0.0004196261,0.0005603629,0.00000799127,0.00002500844,0.00162596],"genre_scores_gemma":[0.9958556,0.0001383562,0.0001614074,0.003089623,0.0001245727,0.000003805014,0.00002898171,0.000009385173,0.0005882532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331941,"threshold_uncertainty_score":0.9930729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02008519804404457,"score_gpt":0.3336188985388234,"score_spread":0.3135337004947789,"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."}}