{"id":"W2773375140","doi":"10.1186/s12960-017-0260-x","title":"Human resource for health reform in peri-urban areas: a cross-sectional study of the impact of policy interventions on healthcare workers in Epworth, Zimbabwe","year":2017,"lang":"en","type":"article","venue":"Human Resources for Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Pretoria; International Development Research Centre","keywords":"Health care; Psychological intervention; Incentive; Health policy; Qualitative property; Focus group; Health services research; Descriptive statistics; Qualitative research; Health administration; Medicine; Economic growth; Nursing; Business; Sociology; Marketing; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00173105,0.0002853238,0.0009769893,0.0005143621,0.00129833,0.00004666392,0.0005375136,0.0001315535,0.00001101836],"category_scores_gemma":[0.0001504445,0.0002004763,0.0005668458,0.0002464654,0.000218389,0.00006599209,0.0001334812,0.0004916977,6.174585e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512285,"about_ca_system_score_gemma":0.0007692595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1681028,"about_ca_topic_score_gemma":0.08010355,"domain_scores_codex":[0.9962805,0.0002295807,0.001720298,0.0004977505,0.0004621754,0.0008097209],"domain_scores_gemma":[0.9968554,0.00006089282,0.001578057,0.0009956056,0.0001481322,0.0003619203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001395474,0.001774709,0.9860544,0.002560977,0.0000570117,0.000001326147,0.006125618,0.00008508262,0.000003459621,0.0009605451,0.0006341186,0.000347296],"study_design_scores_gemma":[0.006343492,0.01133532,0.9754197,0.002804002,0.00000796355,0.000009614656,0.00295743,0.00001089433,0.000002127653,0.0004597605,0.0005297143,0.0001199675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876501,0.000244231,0.000001294951,0.007052555,0.00007402263,0.004171406,0.0003214423,0.00002358291,0.0004613422],"genre_scores_gemma":[0.9977475,0.00001445206,0.00002025025,0.0009393742,0.0003003836,0.0001847739,0.00004393149,0.00004468445,0.0007045922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799924,"threshold_uncertainty_score":0.9985836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08290596186105532,"score_gpt":0.4742697828114662,"score_spread":0.3913638209504109,"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."}}