{"id":"W6976443873","doi":"10.60692/4e0y7-bba82","title":"Status of birth and pregnancy outcome capture in Health Demographic Surveillance Sites in 13 countries","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pregnancy; Live birth; Infant mortality; Neonatal death; Population; Neonatal mortality; Birth rate; Epidemiology","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":[0.01818189,0.0003858769,0.0003685025,0.001571952,0.0004861882,0.001138065,0.0006929695,0.0003714869,0.0006351698],"category_scores_gemma":[0.02969925,0.0005210651,0.0004781781,0.003654026,0.0006072118,0.000934853,0.002089536,0.0005375915,0.0001163272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221683,"about_ca_system_score_gemma":0.001645128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03368161,"about_ca_topic_score_gemma":0.03423657,"domain_scores_codex":[0.9836625,0.01148303,0.00134452,0.001130162,0.001264896,0.001114837],"domain_scores_gemma":[0.9806966,0.007863144,0.006790624,0.001766865,0.002188111,0.0006947169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005995925,0.00001828505,0.9927455,0.00005773703,0.00007170121,0.00002334298,0.0005223753,0.0002595441,0.00005099767,0.0001156292,0.0002711481,0.005803895],"study_design_scores_gemma":[0.00001293323,0.0001361714,0.9962859,0.00009427302,0.00004836464,0.00009811082,0.001614165,0.0006088915,0.000169262,0.00005507335,0.0008667098,0.00001007639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931889,0.0006856506,0.001092148,0.0001991579,0.00001820659,0.00009501053,0.003318032,0.00001390497,0.001389089],"genre_scores_gemma":[0.9958649,0.0002494124,0.001034795,0.00009005987,0.000005679774,0.000127324,0.002486205,0.000005333914,0.0001362527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03368161,"threshold_uncertainty_score":0.09615618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870466373076459,"score_gpt":0.2445614292862117,"score_spread":0.2258567655554471,"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."}}