{"id":"W2314862059","doi":"10.1097/01.phh.0000338391.90059.16","title":"Community Health Ambassadors","year":2008,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"National Center for Research Resources","keywords":"Community health; Community organization; Health care; Public relations; Public health; Health equity; Health education; Medical education; Political science; State (computer science); Gerontology; Medicine; Nursing; Computer science","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":[0.001678064,0.00146895,0.0004537295,0.00167674,0.01152157,0.002913126,0.002387278,0.001748271,0.2561259],"category_scores_gemma":[0.004626379,0.0004762466,0.0004192588,0.0009913977,0.0009671633,0.001353115,0.005560749,0.002584218,0.04921496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646307,"about_ca_system_score_gemma":0.00847657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02853172,"about_ca_topic_score_gemma":0.04082879,"domain_scores_codex":[0.998343,0.000314051,0.00005171062,0.0002415083,0.0002441991,0.0008054094],"domain_scores_gemma":[0.9959754,0.0001758387,0.0001647827,0.000171291,0.001129672,0.002382922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005185728,0.001961481,0.02247352,0.0004616991,0.00003809221,0.00267531,0.006592942,0.000129345,0.001913814,0.0072752,0.691542,0.2644181],"study_design_scores_gemma":[0.0001936609,0.0005328878,0.0144398,0.0003428373,0.00002485035,0.0009847422,0.01713674,0.0002363834,0.0005206542,0.001004404,0.9645512,0.00003185888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1721993,0.007213431,0.003302778,0.0519351,0.01415905,0.005473227,0.004157713,0.00174421,0.7398151],"genre_scores_gemma":[0.226401,0.004040077,0.006398438,0.02516028,0.002837042,0.003668381,0.004178157,0.0003081182,0.7270086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2561259,"threshold_uncertainty_score":0.8568265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066757013325464,"score_gpt":0.4161896863536292,"score_spread":0.2095139850210828,"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."}}