{"id":"W3066266355","doi":"10.1136/bmjgh-2020-002437","title":"Facilities are substantially more influential than care providers in the quality of delivery care received: a variance decomposition and clustering analysis in Kenya, Malawi and India","year":2020,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Variance (accounting); Quality (philosophy); Medicine; Cluster analysis; Health care; Health care delivery; Environmental health; Business; Statistics; Economic growth; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003099755,0.0001522046,0.0005511246,0.00007161862,0.00007730808,0.00002559877,0.00008803694,0.00008352552,0.000003115247],"category_scores_gemma":[0.00004295685,0.0001227912,0.00006122317,0.0005188964,0.00007954586,0.00009977122,0.000063694,0.0001775526,4.056234e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623018,"about_ca_system_score_gemma":0.0002804549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03083898,"about_ca_topic_score_gemma":0.03607403,"domain_scores_codex":[0.9981552,0.0003074066,0.0006085375,0.0003180794,0.0003217808,0.0002890436],"domain_scores_gemma":[0.9992832,0.00003417062,0.0002473492,0.0001594222,0.0001001575,0.0001757261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001122096,0.00002880379,0.9694483,0.003477737,0.00004271084,0.00004091651,0.02332431,0.0002071587,0.000009824911,0.00008724574,0.00001991118,0.002190993],"study_design_scores_gemma":[0.001332496,0.0002749919,0.9503776,0.0003965484,0.00004997878,0.00001706742,0.04713747,0.0002414258,0.000004169984,0.00003159632,0.00004514911,0.00009145516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898819,0.00308093,0.00004863006,0.005366649,0.00003007274,0.000925574,0.0005300176,0.00001611125,0.0001200874],"genre_scores_gemma":[0.9961737,0.000410747,0.0002740847,0.003009819,0.00004056902,0.00001194215,0.00007367613,0.000004424931,0.000001012584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02381317,"threshold_uncertainty_score":0.9815151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610346210527562,"score_gpt":0.3692685278238693,"score_spread":0.3431650657185937,"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."}}