{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002808674,0.0002086373,0.0005745574,0.00002352712,0.0001045285,0.0000244729,0.0001318102,0.00009644759,0.00003034578],"category_scores_gemma":[0.0002273417,0.000177705,0.00004586563,0.0002572575,0.00004421586,0.0001477747,0.00009651486,0.000223978,0.0001642762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096351,"about_ca_system_score_gemma":0.0008318901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908986,"about_ca_topic_score_gemma":0.0007917334,"domain_scores_codex":[0.9979796,0.0001014695,0.0005381244,0.000450752,0.0003808926,0.0005491044],"domain_scores_gemma":[0.9987985,0.00005860858,0.0001557076,0.0001807926,0.00005876374,0.000747665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001671995,0.00033857,0.9180251,0.001851513,0.0000372561,0.0006440429,0.001884881,0.000005354702,0.00007969616,0.0002808982,0.06168992,0.01349073],"study_design_scores_gemma":[0.001329159,0.0006556414,0.9868834,0.001564389,0.00001866028,0.00009927377,0.00005450135,0.0003416662,0.00008788941,0.0003025509,0.008509714,0.0001531393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931178,0.02996731,0.000009002614,0.03686712,0.0001581377,0.001023374,0.0004133846,0.00007416747,0.0003095623],"genre_scores_gemma":[0.970515,0.01268319,0.0001496762,0.01626519,0.0003404275,0.00001469198,0.00001204732,0.000009690417,0.0000100511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06885827,"threshold_uncertainty_score":0.7246601,"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."}}