{"id":"W4385761016","doi":"10.21203/rs.3.rs-3241685/v1","title":"Quality of antenatal care and its potential impacts on delivery services and postnatal care compliance among reproductive women of Bangladesh","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Socioeconomic status; Service delivery framework; Environmental health; Population; Birth attendant; Postnatal Care; Health care; Reproductive health; Pregnancy; Family medicine; Demography; Business; Service (business); Maternal health; Health services; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001433727,0.0001771241,0.0001970561,0.0005497951,0.0003739036,0.0006720597,0.0004925423,0.0003687271,0.002358314],"category_scores_gemma":[0.007567462,0.0002022713,0.0003471843,0.00142583,0.0004788403,0.0005773112,0.0006554414,0.0004737342,0.0002424075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583831,"about_ca_system_score_gemma":0.001718579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0894768,"about_ca_topic_score_gemma":0.07588834,"domain_scores_codex":[0.9986554,0.0004500714,0.0002697053,0.0001377467,0.0002772038,0.0002099284],"domain_scores_gemma":[0.9964005,0.001024141,0.001659755,0.0001195762,0.000436207,0.0003599396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004278482,0.00002748885,0.9928456,0.00007971615,0.00004644926,0.0001022492,0.001217912,0.00006201169,0.0001110114,0.0001071431,0.0002636652,0.00509396],"study_design_scores_gemma":[0.000004024892,0.00006948474,0.9967157,0.0001248804,0.00002488452,0.00008830191,0.002249579,0.0001009504,0.00003842907,0.00004748934,0.0005277278,0.000008632589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945297,0.0009573312,0.00005268423,0.00115131,0.000009054322,0.00003541575,0.001188588,0.000003305498,0.002072729],"genre_scores_gemma":[0.9989663,0.0005106686,0.0000526623,0.00007667502,0.000004070605,0.00001929122,0.0001909693,0.000001457872,0.0001779386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0894768,"threshold_uncertainty_score":0.1779119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07648830778445749,"score_gpt":0.4144099295316838,"score_spread":0.3379216217472263,"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."}}