{"id":"W2800021446","doi":"10.1186/s12960-018-0272-1","title":"Supportive supervision and constructive relationships with healthcare workers support CHW performance: Use of a qualitative framework to evaluate CHW programming in Uganda","year":2018,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Global Affairs Canada; Government of Canada","keywords":"Focus group; Incentive; Health care; Nursing; Qualitative research; Program evaluation; Health services research; Referral; Medicine; Qualitative property; Stratified sampling; Context (archaeology); Psychology; Medical education; Public health; Business; Sociology; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001677408,0.0002254042,0.0006185495,0.0002730314,0.0004676489,0.00002797493,0.00008027238,0.0001309073,0.00002554186],"category_scores_gemma":[0.0001978033,0.0001737214,0.00004753258,0.0004088397,0.0003674672,0.0001333726,0.00006515543,0.0004227233,0.000004626228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438438,"about_ca_system_score_gemma":0.0004131584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675511,"about_ca_topic_score_gemma":0.001624864,"domain_scores_codex":[0.9974236,0.000311747,0.0007345518,0.0004508124,0.0004559229,0.0006234031],"domain_scores_gemma":[0.9982157,0.0002624366,0.0003364136,0.0002480158,0.0004255588,0.0005118206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003619854,0.0001271165,0.8212425,0.001817409,0.00004867564,0.000004889938,0.1631685,0.000005308316,0.000007934856,0.001420246,0.0002525582,0.008285076],"study_design_scores_gemma":[0.002310257,0.01329966,0.9379718,0.003814578,0.00003838507,0.00005463692,0.03818598,0.0000631848,0.0000445972,0.0008350678,0.003168636,0.0002132532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922017,0.0001160323,0.000155234,0.00486256,0.00004284187,0.002414427,0.00007523158,0.0000387741,0.00009318839],"genre_scores_gemma":[0.9847897,0.00004118521,0.01312414,0.001683111,0.0001100851,0.00009067154,0.00004705087,0.0000313874,0.00008264547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1249825,"threshold_uncertainty_score":0.7084152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167385274891075,"score_gpt":0.4255266864303185,"score_spread":0.308788158941211,"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."}}