{"id":"W3105556690","doi":"10.1016/j.evalprogplan.2020.101876","title":"Evaluating the design and implementation fidelity of an adapted Plan-Do-Study-Act approach to improve health system performance in a Nigerian state","year":2020,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"PDCA; Fidelity; Process management; Balanced scorecard; Psychological intervention; Adaptation (eye); Computer science; Quality management; Plan (archaeology); Documentation; Performance improvement; Management science; Engineering; Operations management; Medicine; Management system; Psychology","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":[0.02323438,0.0001525401,0.0003014544,0.0001325664,0.0007752955,0.00005282897,0.0001403598,0.00004105025,0.00001922038],"category_scores_gemma":[0.000613164,0.000120088,0.00001157802,0.0006156074,0.00003266546,0.0003064918,0.00007826213,0.0002808838,0.000003239716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911019,"about_ca_system_score_gemma":0.0009930609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005890061,"about_ca_topic_score_gemma":0.00009326089,"domain_scores_codex":[0.9916759,0.005335759,0.001226763,0.0004632763,0.0007897564,0.0005086044],"domain_scores_gemma":[0.9979648,0.0006436337,0.0006255836,0.0001925605,0.0002619472,0.0003114742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003986506,0.00006576053,0.1233566,0.0008176809,0.00001492257,3.316548e-7,0.4030156,0.005644393,0.0002293748,0.00003930936,0.00009768017,0.4663197],"study_design_scores_gemma":[0.002259388,0.002877537,0.3506784,0.0001366376,0.00001365469,0.00000121802,0.1076568,0.5360478,0.00001727503,0.0000108102,0.000184699,0.0001157836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811612,0.00005214246,0.003879552,0.002193909,0.00007131512,0.01244653,0.00003030928,0.00006887411,0.00009615061],"genre_scores_gemma":[0.9774118,0.000004389538,0.0176787,0.00269992,0.00005249527,0.002101438,0.00003572521,0.00001343376,0.000002062631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5304034,"threshold_uncertainty_score":0.8052617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6912364004618525,"score_gpt":0.6789875816373846,"score_spread":0.01224881882446793,"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."}}