{"id":"W3128645246","doi":"10.1186/s12913-021-06129-5","title":"Examining barriers to healthcare access and utilization of antenatal care services: evidence from demographic health surveys in sub-Saharan Africa","year":2021,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Health facility; Health care; Developing country; Public health; Health administration; Odds; Prenatal care; Logistic regression; Health informatics; Nursing research; Family medicine; Environmental health; Descriptive statistics; Odds ratio; Population; Demography; Nursing; Health services","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":[0.007504196,0.0004662946,0.0005361415,0.002853495,0.0004344259,0.001039589,0.0007968997,0.0004639921,0.00113],"category_scores_gemma":[0.03059878,0.0004237858,0.001266856,0.005045075,0.0008369723,0.001055704,0.001468713,0.0007107456,0.0001100943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005433347,"about_ca_system_score_gemma":0.001444406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02029213,"about_ca_topic_score_gemma":0.01987206,"domain_scores_codex":[0.9942505,0.003228151,0.0007091746,0.000343017,0.001014563,0.0004545574],"domain_scores_gemma":[0.972971,0.01147291,0.01203175,0.0007785215,0.001999216,0.0007464997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004312694,0.00003169094,0.9886827,0.0005134863,0.0004102742,0.00004619482,0.001556461,0.00007045569,0.00002813588,0.00009393638,0.0002140934,0.008309281],"study_design_scores_gemma":[0.000004481336,0.00003968671,0.9959111,0.0006801884,0.0001645934,0.00007963481,0.002174391,0.00009109954,0.00003031089,0.00005431886,0.00076394,0.000006252167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981016,0.0138882,0.0004022893,0.00105712,0.00003632276,0.00008082015,0.001549066,0.000005296482,0.001964773],"genre_scores_gemma":[0.9933085,0.005817728,0.0002273337,0.0001258186,0.00001668826,0.00006231515,0.0003867336,0.000002413894,0.00005237733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02029213,"threshold_uncertainty_score":0.04034805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1624744874214893,"score_gpt":0.4461181391299216,"score_spread":0.2836436517084323,"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."}}