{"id":"W4402297598","doi":"10.1177/2752535x241280353","title":"Exploring the Use of Multiple Participatory Tools to Engage Community Health Workers in Program Evaluation and Implementation: A Case Study From the Philippines","year":2024,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Waterloo","funders":"","keywords":"Facilitator; Context (archaeology); Citizen journalism; Participatory action research; Inclusion (mineral); Participatory evaluation; Health care; Knowledge management; Process (computing); Community-based participatory research; Medical education; Psychology; Medicine; Computer science; Sociology; Political science; World Wide Web","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":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1543707,0.0002651615,0.0005457859,0.0007388524,0.01484044,0.00031513,0.001222415,0.00006971859,0.00007417567],"category_scores_gemma":[0.033434,0.0001906544,0.00005583934,0.004118236,0.0006259246,0.00105,0.003175015,0.007466361,0.00002790325],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003737177,"about_ca_system_score_gemma":0.01633963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9159207,"about_ca_topic_score_gemma":0.887094,"domain_scores_codex":[0.8303621,0.162545,0.00231501,0.0004179432,0.001965713,0.00239424],"domain_scores_gemma":[0.9215747,0.07391164,0.0003726441,0.00231004,0.0008815982,0.0009493853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002493428,0.0004435238,0.08177084,0.000675002,0.00002533214,0.000005184525,0.5913259,0.00002677532,0.000005417839,0.0001856132,0.003322562,0.3219644],"study_design_scores_gemma":[0.003610375,0.002067842,0.3359264,0.0005752436,0.000007874729,0.000005051645,0.6447528,0.0007330965,0.000001999959,0.0003366103,0.01186719,0.0001155497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844032,0.000184705,0.00002253356,0.08856498,0.000209568,0.02609026,0.0003679978,0.0001137519,0.00004300202],"genre_scores_gemma":[0.9690633,0.0002401776,0.0003324306,0.01145188,0.0002241086,0.01858377,0.00005230858,0.00003865569,0.00001335853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3218489,"threshold_uncertainty_score":0.9948235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9863713350408344,"score_gpt":0.8128132388363043,"score_spread":0.1735580962045301,"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."}}