{"id":"W4387865393","doi":"10.4103/ijnmr.ijnmr_61_22","title":"Association between Socioeconomic Status and the Utilization of Maternal Health Services in Nigeria","year":2023,"lang":"en","type":"article","venue":"Iranian Journal of Nursing and Midwifery Research","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Socioeconomic status; Medicine; Psychological intervention; Environmental health; Maternal health; Health facility; Pregnancy; Developing country; Maternal death; Health services; Nursing; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003265949,0.00005621016,0.0003134101,0.0002616656,0.0001139858,0.00003246799,0.00005605697,0.00005309072,0.000007878905],"category_scores_gemma":[0.00003552175,0.00003800755,0.00003120973,0.000170626,0.0001115235,0.00007676116,0.00001675514,0.000312573,0.000003179645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215692,"about_ca_system_score_gemma":0.0001611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113025,"about_ca_topic_score_gemma":0.00003635665,"domain_scores_codex":[0.9985227,0.0003436719,0.0004188597,0.00008208905,0.0003295284,0.0003031541],"domain_scores_gemma":[0.9992305,0.0001938096,0.0002226583,0.00005467867,0.0001502627,0.0001480787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007106919,0.00003056752,0.973601,0.000373502,0.00004669156,0.000006591513,0.006363929,0.000002836841,0.00009541652,0.00009602124,0.0002744817,0.01839824],"study_design_scores_gemma":[0.002837687,0.0003210112,0.9884846,0.001457987,0.00001515239,0.00004123601,0.003439552,0.00007373084,0.00007056509,0.003021835,0.0002113825,0.00002529145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841077,0.00156716,0.000002198186,0.01395764,0.00009772701,0.0001430034,0.000009276541,0.000004346969,0.0001109138],"genre_scores_gemma":[0.9956231,0.003967509,0.00001963217,0.0001085191,0.0001582882,5.478275e-7,0.000003023422,0.000006813825,0.0001125904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01837295,"threshold_uncertainty_score":0.1549903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07872428645383582,"score_gpt":0.4211325382371296,"score_spread":0.3424082517832938,"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."}}