{"id":"W3175110681","doi":"10.3389/fpubh.2021.659017","title":"Processes for Implementing Community Health Worker Workforce Development Initiatives","year":2021,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Centers for Disease Control and Prevention","keywords":"Workforce; Medicaid; Stakeholder; Workforce development; Medicine; Community health workers; Health care; Nursing; Environmental health; Business; Political science; Public relations; Population; Health services","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01625174,0.000455036,0.0001512607,0.001941168,0.002266961,0.002829288,0.001174193,0.0007085341,0.00212938],"category_scores_gemma":[0.02897714,0.0003392761,0.0004189077,0.001592523,0.0007758142,0.001704611,0.003649201,0.0009859453,0.0004154867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00527915,"about_ca_system_score_gemma":0.03035904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01942546,"about_ca_topic_score_gemma":0.02356082,"domain_scores_codex":[0.990058,0.005522481,0.0008447792,0.000737509,0.001642178,0.001194961],"domain_scores_gemma":[0.977945,0.006621907,0.006810372,0.001505597,0.004391194,0.002725839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001123381,0.001809922,0.6840152,0.00132776,0.00008494993,0.0002377021,0.02781667,0.003813233,0.002105166,0.005470127,0.008107982,0.265099],"study_design_scores_gemma":[0.0001476906,0.001497464,0.7754018,0.003102389,0.0001268385,0.0003927051,0.1059629,0.009967285,0.00531908,0.008656932,0.08927336,0.0001514959],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206684,0.0007847142,0.02897802,0.006491126,0.00009275396,0.005563102,0.001731192,0.0005978366,0.03509299],"genre_scores_gemma":[0.9659284,0.0004570546,0.03037488,0.0003036486,0.00001391907,0.001349999,0.0006548282,0.00001555705,0.0009016789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01942546,"threshold_uncertainty_score":0.08594847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1959939315412798,"score_gpt":0.4658645101023691,"score_spread":0.2698705785610893,"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."}}