{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01085242,0.0001085084,0.0003347908,0.0004111024,0.0004802491,0.00005841555,0.0001215787,0.00002827576,0.00005397513],"category_scores_gemma":[0.0007914742,0.00009314026,0.00005904168,0.0003760001,0.0000618849,0.0009673173,0.0000748891,0.000525573,0.00001417332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327272,"about_ca_system_score_gemma":0.0004372685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043931,"about_ca_topic_score_gemma":0.0000101713,"domain_scores_codex":[0.9974082,0.001042421,0.0006333646,0.00009536379,0.000454265,0.0003664611],"domain_scores_gemma":[0.9977183,0.0003027448,0.0009745405,0.0002369092,0.0002351233,0.000532427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001859595,0.001880127,0.0238929,0.001404185,0.0005091499,0.00007480881,0.00590778,0.000001507152,0.000001157744,0.004372697,0.5381577,0.423612],"study_design_scores_gemma":[0.00104862,0.0009850714,0.1928204,0.00008707732,0.00004881655,0.0003442276,0.007261678,0.00001266009,2.404002e-7,0.00008678474,0.7972454,0.0000589437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1964869,0.004772658,0.004030142,0.71183,0.000982039,0.0007697291,0.000001206723,0.00005086041,0.08107652],"genre_scores_gemma":[0.8892393,0.0218415,0.02028323,0.06057218,0.0004560557,0.000006836914,0.0000193562,0.00002563481,0.007555909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6927524,"threshold_uncertainty_score":0.379815,"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."}}