{"id":"W4294712161","doi":"10.1186/s12884-022-05019-w","title":"Quality of emergency obstetric and newborn care services in Wolaita Zone, Southern Ethiopia","year":2022,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Inyuvesi Yakwazulu-Natali","keywords":"Medicine; Childbirth; Health facility; Population; Quality (philosophy); Reproductive medicine; Health care; Pregnancy; Family medicine; Medical emergency; Environmental health; 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":[0.00105519,0.0002150579,0.0001566337,0.0009525056,0.0004298579,0.0008156488,0.0002938361,0.000194101,0.0009732535],"category_scores_gemma":[0.002001846,0.0001477224,0.000160826,0.001054407,0.000388439,0.000359829,0.0004928405,0.0001950419,0.00005976914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009755261,"about_ca_system_score_gemma":0.001557896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420765,"about_ca_topic_score_gemma":0.01502853,"domain_scores_codex":[0.9993544,0.0002465757,0.00007090715,0.00007343296,0.00009934456,0.0001553844],"domain_scores_gemma":[0.9987463,0.0002731489,0.0005722101,0.00002806656,0.000185098,0.0001951052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004942748,0.00005904174,0.9915547,0.00009151674,0.00004618991,0.0003391299,0.001304736,0.0001946132,0.0002609686,0.0001534259,0.0001709828,0.005775196],"study_design_scores_gemma":[0.000007392921,0.0001040829,0.9899927,0.00009125972,0.00003020525,0.000531117,0.008004404,0.0003590503,0.0001960952,0.00009414835,0.0005819977,0.000007514343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990445,0.0002294,0.00006633792,0.0000927101,0.000003509807,0.00001220992,0.0001736619,0.000001447977,0.0003763562],"genre_scores_gemma":[0.9996184,0.0001334328,0.0001026057,0.00001462876,0.000001848141,0.00001044635,0.00005935655,3.056345e-7,0.00005886492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01420765,"threshold_uncertainty_score":0.02824992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078636608434242,"score_gpt":0.2871852135070418,"score_spread":0.2663988474226994,"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."}}