{"id":"W4307750376","doi":"10.1016/j.eclinm.2022.101706","title":"Independent and cumulative effects of risk factors associated with stillbirths in 50 low- and middle-income countries: A multi-country cross-sectional study","year":2022,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Sanming Project of Medicine in Shenzhen; National Natural Science Foundation of China","keywords":"Medicine; Cross-sectional study; Environmental health; Low and middle income countries; Demography; Developing country; Economic growth","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":[0.00258863,0.0004295699,0.0005133474,0.001069203,0.0005818249,0.0007616132,0.0006169272,0.0005920276,0.001187498],"category_scores_gemma":[0.004823318,0.0006559698,0.0009990124,0.001458789,0.0005317914,0.0006014535,0.0008619081,0.0008476691,0.0002320868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000387471,"about_ca_system_score_gemma":0.0003988097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009647638,"about_ca_topic_score_gemma":0.009703288,"domain_scores_codex":[0.9989183,0.0004701497,0.0001176589,0.0002071522,0.000122465,0.000164323],"domain_scores_gemma":[0.9963183,0.0009892182,0.001514957,0.0004586301,0.0002842315,0.0004346306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000503295,0.00001990192,0.9991832,0.00001320533,0.0001105274,0.00003890713,0.0001192272,0.00003438645,0.00004910819,0.00001273487,0.00003780533,0.0003306387],"study_design_scores_gemma":[0.000003097595,0.00007619836,0.9992741,0.000009147854,0.00005972812,0.00005943957,0.0003154069,0.0001169724,0.00001908065,0.000008122362,0.00005503368,0.000003567088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989636,0.0002974157,0.0001177018,0.00002853577,0.000005737064,0.00001376552,0.0004445724,0.00000211484,0.000126574],"genre_scores_gemma":[0.9992418,0.0001356983,0.0001231488,0.00002163602,0.000006090161,0.00001534905,0.000397771,0.000001339475,0.00005712434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009647638,"threshold_uncertainty_score":0.01918298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711190924874909,"score_gpt":0.3431375552225749,"score_spread":0.3160256459738258,"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."}}