{"id":"W3092217254","doi":"10.1136/bmjgh-2020-003109","title":"Childhood morbidity and its determinants: evidence from 31 countries in sub-Saharan Africa","year":2020,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Socioeconomic status; Logistic regression; Public health; Birth order; Pediatrics; Odds; Developing country; Under-five; Demography; Odds ratio; Environmental health; Child mortality; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002675925,0.0004760428,0.0006123538,0.003043531,0.0004844195,0.0009949224,0.0004931321,0.0003078971,0.001496152],"category_scores_gemma":[0.007672243,0.0004089805,0.0008797609,0.007940428,0.0007975542,0.0006082912,0.001172674,0.0004981696,0.0001628055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007539256,"about_ca_system_score_gemma":0.002084442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03793057,"about_ca_topic_score_gemma":0.04278838,"domain_scores_codex":[0.9982497,0.0007897915,0.0002542036,0.00014519,0.0003351924,0.0002258838],"domain_scores_gemma":[0.9935189,0.002512375,0.002747973,0.0001866395,0.0006658998,0.0003682256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000161987,0.00004975199,0.9638416,0.003407398,0.0009751852,0.0003186282,0.001880854,0.0001676143,0.00005953114,0.0002247453,0.00142664,0.02748618],"study_design_scores_gemma":[0.00002277486,0.00006723993,0.9911364,0.002258244,0.0004332415,0.0002322435,0.00248278,0.00003922942,0.00004409774,0.00006243118,0.003212625,0.000008766684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8598134,0.1281058,0.000237402,0.001833423,0.00008441033,0.000133824,0.005784483,0.000008188358,0.00399901],"genre_scores_gemma":[0.9367087,0.0613076,0.0002381017,0.0002274025,0.0000375177,0.00008779881,0.001289302,0.000003261036,0.000100255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03793057,"threshold_uncertainty_score":0.0754196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701724467993233,"score_gpt":0.3604582808777649,"score_spread":0.3134410361978325,"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."}}