{"id":"W2120894480","doi":"10.1186/1478-4491-11-30","title":"Developing a tool to measure satisfaction among health professionals in sub-Saharan Africa","year":2013,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Montréal","funders":"Canadian Institutes of Health Research; Bill and Melinda Gates Foundation","keywords":"Job satisfaction; Confirmatory factor analysis; Construct validity; Cronbach's alpha; Discriminant validity; Exploratory factor analysis; Psychology; Applied psychology; Nursing; Context (archaeology); Health services research; Health care; Health administration; Workload; Patient satisfaction; Medicine; Clinical psychology; Structural equation modeling; Social psychology; Psychometrics; Statistics; Public health; Mathematics; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005651686,0.0003875799,0.0004262012,0.003000797,0.000462406,0.0009633129,0.000422404,0.0005400517,0.002291414],"category_scores_gemma":[0.0142678,0.0001818951,0.0006459351,0.002509631,0.0003326059,0.001029623,0.001185628,0.0005352658,0.0003478823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005269618,"about_ca_system_score_gemma":0.001632266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008316581,"about_ca_topic_score_gemma":0.001205942,"domain_scores_codex":[0.9971353,0.001546388,0.000444978,0.00008966435,0.0005526677,0.0002311265],"domain_scores_gemma":[0.991623,0.004119728,0.001783782,0.0002066176,0.00182055,0.0004462952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002907633,0.000437509,0.6843621,0.0007580519,0.0001054936,0.0001746453,0.003132443,0.0005435915,0.00231427,0.0007387963,0.004133265,0.3030091],"study_design_scores_gemma":[0.0001332778,0.002512654,0.9587082,0.001034588,0.0001456767,0.0006806272,0.0126033,0.006431767,0.002409765,0.001420512,0.01385969,0.00005987158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9657176,0.0009099356,0.02035456,0.001358549,0.0001140174,0.002157636,0.002517087,0.0001827479,0.006688072],"genre_scores_gemma":[0.9374244,0.0009244249,0.0555401,0.0003811335,0.00004870008,0.002657602,0.002293866,0.00001512485,0.0007146141],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005651686,"threshold_uncertainty_score":0.02988929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674182112339864,"score_gpt":0.4432349085614226,"score_spread":0.2758166973274362,"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."}}