{"id":"W3203242503","doi":"10.1038/s41598-021-98671-9","title":"Mapping of mothers' suffering and child mortality in Sub-Saharan Africa","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Child mortality; Psychological intervention; Medicine; Demography; Odds ratio; Confidence interval; Environmental health; Public health; Cluster (spacecraft); Odds; Cause of death; Pediatrics; Population; Logistic regression; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005422035,0.0001827058,0.0002075361,0.001485933,0.0002659738,0.0003530897,0.0002631021,0.0001425575,0.0007709666],"category_scores_gemma":[0.002288183,0.0001208622,0.0002291228,0.00179997,0.0001581985,0.0002200251,0.0006022488,0.0001547817,0.00007187617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892943,"about_ca_system_score_gemma":0.0003396089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579852,"about_ca_topic_score_gemma":0.01365547,"domain_scores_codex":[0.9996425,0.0001991905,0.00002069387,0.00004217899,0.00003807295,0.00005740955],"domain_scores_gemma":[0.9995294,0.0001952632,0.0001691536,0.00002348786,0.00005214062,0.00003056788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000903021,0.00002692247,0.9665356,0.0001699297,0.0001172603,0.0004580187,0.003445304,0.0007312751,0.000683899,0.0002722288,0.0004148105,0.02705451],"study_design_scores_gemma":[0.000004607028,0.00005188935,0.9914744,0.00007858076,0.0000326658,0.0002951187,0.005689644,0.001006627,0.0001703053,0.0001656457,0.001025193,0.000005258842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981371,0.0003932996,0.0003637205,0.00008269323,0.000002892,0.00001882204,0.0004601466,0.000004989366,0.0005363366],"genre_scores_gemma":[0.9985739,0.0004042751,0.0006706822,0.000008607648,0.000002555681,0.0000301564,0.000197714,0.00000122371,0.0001109513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579852,"threshold_uncertainty_score":0.03141308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045683289568214,"score_gpt":0.2680328455452223,"score_spread":0.2475760126495401,"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."}}