{"id":"W3111663684","doi":"10.21203/rs.3.rs-26381/v1","title":"Socioeconomic inequalities in maternal healthcare utilization in Zambia: 1997-2014","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Southwest University; National Social Science Fund of China; National Natural Science Foundation of China","keywords":"Socioeconomic status; Inequality; Health care; Multivariate statistics; Multivariate analysis; Environmental health; Geography; Medicine; Socioeconomics; Demography; Economic growth; Economics; Population; Sociology; Statistics; Mathematics","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":[0.0006478232,0.0001697641,0.0001916472,0.001403286,0.0003718793,0.0005852794,0.0003991769,0.0001717637,0.001523591],"category_scores_gemma":[0.001865633,0.0002297145,0.0003055941,0.002873711,0.0002607467,0.0004235856,0.0008561136,0.0005584166,0.000120835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723129,"about_ca_system_score_gemma":0.00121634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2546562,"about_ca_topic_score_gemma":0.3090094,"domain_scores_codex":[0.9995193,0.00008812519,0.00006203906,0.0000521401,0.00008244512,0.0001958919],"domain_scores_gemma":[0.9994069,0.00006512561,0.0003565981,0.00002383529,0.00009554675,0.00005197042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005342916,0.00002041422,0.9924258,0.000122099,0.00009061673,0.00006901197,0.0008261271,0.0001411897,0.0001370126,0.0002170636,0.0008252814,0.005071957],"study_design_scores_gemma":[7.056032e-7,0.000005910434,0.9991673,0.00003698389,0.000008129452,0.00001463359,0.0003386634,0.00005562401,0.00001590434,0.000006688036,0.0003484372,0.000001010678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894584,0.001205735,0.00006447412,0.000444569,0.000009526999,0.00002199661,0.007475632,0.000004838299,0.001314706],"genre_scores_gemma":[0.9968136,0.0006823635,0.00009083086,0.00003207429,0.00000642992,0.00002345655,0.002097387,0.00000132308,0.0002524889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546562,"threshold_uncertainty_score":0.5063479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256590659816462,"score_gpt":0.4834111151241443,"score_spread":0.2577520491424981,"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."}}