{"id":"W4378714607","doi":"10.5539/gjhs.v15n6p10","title":"Pregnancy Examination (Antenatal Care) on the Prevention of High-Risk Pregnancy Events Accelerated the Referral System Efforts to Avoid Maternal Death in Dairi Regency North Sumatra, Indonesia","year":2023,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Software portability; Referral; Bivariate analysis; Medicine; Descriptive statistics; Test (biology); Maternal death; Multivariate analysis; Computer science; Family medicine; Environmental health; Population; Statistics; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004402144,0.0001785598,0.0001645883,0.0002563039,0.0004164185,0.0004287347,0.0003558802,0.0002123467,0.002427773],"category_scores_gemma":[0.001462755,0.000169181,0.0001623082,0.0002242904,0.0002619245,0.0001989954,0.0003501916,0.0004767628,0.0001492491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005851921,"about_ca_system_score_gemma":0.001276282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02116126,"about_ca_topic_score_gemma":0.03087679,"domain_scores_codex":[0.9997364,0.0001196981,0.00002246841,0.00003901828,0.00003539696,0.00004702339],"domain_scores_gemma":[0.99951,0.0001407337,0.0001581199,0.0000168656,0.00005074432,0.0001234573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160204,0.0004762994,0.9709206,0.0001335338,0.00002835262,0.001438949,0.003030845,0.00006973723,0.0007604488,0.0001350241,0.0006039507,0.02228619],"study_design_scores_gemma":[0.00000680382,0.0001485973,0.9948475,0.00006277176,0.00003259514,0.0005255921,0.003275897,0.0002000686,0.0001970269,0.00003871411,0.0006607265,0.000003614564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982785,0.0003422574,0.00004454782,0.0002434067,0.000007613598,0.00001282533,0.00004452183,0.000004688124,0.001021603],"genre_scores_gemma":[0.9987483,0.0003503068,0.0001348266,0.00005057129,0.000004229221,0.00001033597,0.00002290411,0.000001027078,0.0006774561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02116126,"threshold_uncertainty_score":0.04207617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04859195975894361,"score_gpt":0.3445033725346218,"score_spread":0.2959114127756782,"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."}}