{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06920961,0.0007864494,0.0004152267,0.003167295,0.0006427783,0.001874697,0.001148174,0.0003646139,0.0008806822],"category_scores_gemma":[0.07339251,0.0004654679,0.0007038406,0.003709573,0.001340806,0.001335112,0.003324634,0.0008091589,0.0001434035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581367,"about_ca_system_score_gemma":0.006578192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055036,"about_ca_topic_score_gemma":0.01232759,"domain_scores_codex":[0.9494793,0.03753086,0.004532054,0.001509124,0.005084639,0.001863969],"domain_scores_gemma":[0.9394855,0.02927687,0.01610501,0.004354581,0.0093269,0.00145109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004937027,0.0008755648,0.5484977,0.00188691,0.0002996448,0.0002651192,0.03241672,0.002171448,0.001895658,0.001721964,0.003178699,0.4062968],"study_design_scores_gemma":[0.0003784436,0.004094956,0.9482074,0.002599534,0.0003938168,0.0005318766,0.01299034,0.004300067,0.006692625,0.001484549,0.01818676,0.0001396089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662553,0.001675857,0.0166683,0.001559646,0.00003945194,0.00546143,0.002148894,0.0002320349,0.005959026],"genre_scores_gemma":[0.9043068,0.001492413,0.08788788,0.0003370552,0.00003184579,0.004492349,0.0009602821,0.00004807365,0.0004434336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06920961,"threshold_uncertainty_score":0.3660197,"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."}}