{"id":"W3209509311","doi":"10.21203/rs.3.rs-1015494/v1","title":"Assessment of Maternal and Child Health Care Services Performance in The Context of COVID-19 Pandemic in Addis Ababa, Ethiopia: Evidence From Routine Service Data","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Armauer Hansen Research Institute","keywords":"Medicine; Context (archaeology); Pandemic; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Abortion; Health care; Population; Demography; Pediatrics; Environmental health; Pregnancy; Geography; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003129415,0.000241585,0.0008720538,0.0002458084,0.000110449,0.0000564565,0.001134189,0.0002473548,0.00006957781],"category_scores_gemma":[0.0002046094,0.0001723993,0.00004871875,0.0004661001,0.0001164214,0.0001544791,0.002345357,0.002362296,0.000001497432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005773059,"about_ca_system_score_gemma":0.002854853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2124387,"about_ca_topic_score_gemma":0.08317242,"domain_scores_codex":[0.9952346,0.001198664,0.0008539045,0.0007467118,0.001451234,0.0005148476],"domain_scores_gemma":[0.9969008,0.0005602465,0.0003353194,0.001400822,0.0005225696,0.0002802241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002728374,0.0001121496,0.9339605,0.0484778,0.00003690489,0.00007125292,0.01514706,0.00005317408,0.00001303752,0.00002079514,0.00002563454,0.001808834],"study_design_scores_gemma":[0.001256045,0.0002886062,0.9388857,0.03296172,0.00001840172,0.00004507316,0.02511549,0.001083754,0.00002066113,0.00001882005,0.0002044047,0.000101262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620648,0.02250719,0.000004684208,0.0124104,0.00006226188,0.001413032,0.001419843,0.00001138616,0.0001064182],"genre_scores_gemma":[0.9677711,0.02860035,0.0001505892,0.002316523,0.0001044103,0.00005042941,0.0009858247,0.00001661255,0.000004193659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1292663,"threshold_uncertainty_score":0.9999393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368990140094402,"score_gpt":0.4787881909409926,"score_spread":0.3418891769315525,"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."}}