{"id":"W4402018349","doi":"10.1016/j.jpeds.2024.114268","title":"Design and Conduct of Global Health Research in Low- and Middle-Income Countries","year":2024,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"National Institute of Child Health and Human Development; National Institute for Health and Care Research; Thrasher Research Fund","keywords":"Medicine; Low and middle income countries; Clinical trial; Low income; Global health; High income countries; Middle income; Environmental health; Developing country; Economic growth; Socioeconomics; Demographic economics; Pathology; Public health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1033213,0.002243332,0.002422377,0.006665252,0.005256929,0.004766947,0.002959025,0.003179659,0.02028736],"category_scores_gemma":[0.07256742,0.002532899,0.002118854,0.005785433,0.00359888,0.003099424,0.005392973,0.002450446,0.002510047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191217,"about_ca_system_score_gemma":0.07240757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01719265,"about_ca_topic_score_gemma":0.02850023,"domain_scores_codex":[0.898512,0.07915307,0.006733141,0.005530158,0.003571433,0.006500191],"domain_scores_gemma":[0.9326059,0.02318099,0.009700585,0.008439576,0.01981046,0.006262541],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05975166,0.01434743,0.324542,0.0418165,0.002835821,0.0024682,0.03972233,0.01373442,0.007449692,0.05545542,0.03679537,0.4010812],"study_design_scores_gemma":[0.0478107,0.04464943,0.3493195,0.02565863,0.005141668,0.001103926,0.0919989,0.01190534,0.01416775,0.04231972,0.3651872,0.0007371079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.09911028,0.003614598,0.03509964,0.004099721,0.0008050542,0.8298015,0.008549558,0.000214726,0.01870494],"genre_scores_gemma":[0.1132665,0.0009503218,0.06471442,0.00247926,0.0001799246,0.8148727,0.001258615,0.00004487789,0.002233447],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8966787,"threshold_uncertainty_score":0.5464218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09869419292680631,"score_gpt":0.4073716718655542,"score_spread":0.3086774789387479,"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."}}