{"id":"W4295454555","doi":"10.1080/16549716.2021.2006469","title":"Measuring Quality of Maternal, Neonatal, Child, Reproductive Health and Nutrition Care with tools developed by the RADAR project and tested in Sub Saharan Africa","year":2022,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada","keywords":"Reproductive health; Maternal health; Medicine; Quality (philosophy); Environmental health; Child health; Pediatrics; Population; Health services","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008308179,0.0001449803,0.0003833766,0.00005826105,0.0004232996,0.00001676076,0.00005721666,0.00003319042,0.000002162619],"category_scores_gemma":[0.00003667156,0.0001073868,0.00001976134,0.0004179104,0.00005795978,0.0001210375,0.00005593415,0.0002825275,3.878271e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062156,"about_ca_system_score_gemma":0.0006670202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01248672,"about_ca_topic_score_gemma":0.001061815,"domain_scores_codex":[0.9979032,0.0004654185,0.0004740046,0.0003929537,0.0004287852,0.00033562],"domain_scores_gemma":[0.9992008,0.00002300837,0.0003327265,0.0001891923,0.00009368592,0.0001606169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02153472,0.001206904,0.3051768,0.02204007,0.0001444943,0.00003213055,0.01175668,0.00001111892,0.0005623358,0.0003883914,0.01032772,0.6268187],"study_design_scores_gemma":[0.004453627,0.003005746,0.9552455,0.0009583496,0.00001566222,0.0009833386,0.008795179,0.0000067525,0.0003266153,0.0001522097,0.02587685,0.0001801655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670461,0.02181358,0.00002781071,0.008461855,0.0001025368,0.001936993,0.0004631732,0.0000381712,0.0001097657],"genre_scores_gemma":[0.9950487,0.003264035,0.0002248281,0.001147072,0.00005925044,0.00008394785,0.0001553582,0.000009345475,0.000007460777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6500687,"threshold_uncertainty_score":0.9940892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06975215788509076,"score_gpt":0.3483543158683868,"score_spread":0.278602157983296,"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."}}