{"id":"W1808354158","doi":"10.1016/s0035-9203(03)90008-3","title":"Reducing childhood mortality in poor countries","year":2003,"lang":"en","type":"article","venue":"Transactions of the Royal Society of Tropical Medicine and Hygiene","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; UNICEF; Great Ormond Street Hospital for Children; Department for International Development; Government of the United Kingdom; World Health Organization","keywords":"Referral; Medicine; Psychological intervention; Childbirth; Population; Public health; Infant mortality; Family medicine; Intervention (counseling); Developing country; Participatory action research; Health care; Randomized controlled trial; Nursing; Environmental health; Pregnancy; Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128534,0.00009321507,0.0003609518,0.00002050976,0.00007338489,0.000001396789,0.00006197248,0.00007051571,0.0001514119],"category_scores_gemma":[0.00003563439,0.00005558189,0.0001357053,0.0001374131,0.0003417406,0.00002042297,0.000004847127,0.0002078778,4.609803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002860378,"about_ca_system_score_gemma":0.00006619949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349574,"about_ca_topic_score_gemma":0.0000310527,"domain_scores_codex":[0.9990962,0.00003669962,0.0003412624,0.0001303787,0.0002390619,0.0001564597],"domain_scores_gemma":[0.9995813,0.00004440429,0.00007303641,0.000161657,0.0000537747,0.00008580797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002758059,0.001475934,0.9756504,0.002488511,0.0004847559,0.000004266843,0.00617397,0.0006583633,0.001583229,0.004933454,0.001990678,0.004280625],"study_design_scores_gemma":[0.00201214,0.0003865895,0.9920576,0.0005401783,0.0001836744,0.00001565709,0.0007686518,0.0001723701,0.002216877,0.0004866434,0.001102391,0.00005721275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890243,0.000844255,0.000807735,0.008184026,0.0001099122,0.0001869291,0.000007964198,0.000009343284,0.0008255607],"genre_scores_gemma":[0.9979224,0.0004244524,0.0006255233,0.000805083,0.00004269085,0.000002859724,5.903146e-7,0.000005190499,0.0001712231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01640721,"threshold_uncertainty_score":0.2266564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508624242388322,"score_gpt":0.2745328211888302,"score_spread":0.2594465787649469,"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."}}