{"id":"W2119752872","doi":"10.1177/0145721712465342","title":"Transforming Community Members Into Diabetes Cultural Health Brokers","year":2012,"lang":"en","type":"article","venue":"The Diabetes Educator","topic":"Diabetes Management and Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Medical education; Community health; Descriptive statistics; Diabetes mellitus; Medicine; Psychology; Diabetes management; Resource (disambiguation); Gerontology; Family medicine; Nursing; Type 2 diabetes; Public health; 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":[0.001596639,0.0002580418,0.0003781964,0.000123378,0.0006807215,0.00006684026,0.0003030217,0.0000636524,0.0002717452],"category_scores_gemma":[0.00012511,0.0001759948,0.0001677709,0.0003783837,0.0002155383,0.0004673714,0.0000621892,0.0004955073,0.0001825986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780872,"about_ca_system_score_gemma":0.0001610281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002744758,"about_ca_topic_score_gemma":0.00001678322,"domain_scores_codex":[0.9979702,0.0002681703,0.0003339069,0.0001546466,0.0002782386,0.0009948445],"domain_scores_gemma":[0.9985178,0.0002359366,0.0001328438,0.000599924,0.00006543983,0.0004480541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002368036,0.001207278,0.7867048,0.0009857197,0.000423902,6.421669e-8,0.06025719,0.000001164485,0.003687174,0.0005421892,0.0814371,0.06472971],"study_design_scores_gemma":[0.00196274,0.0008379897,0.5331438,0.0007363727,0.0008964061,0.000002077774,0.09531443,0.0001213086,0.02809159,0.000849961,0.336946,0.001097372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767911,0.002700487,0.000001698667,0.01357078,0.001695413,0.0007105187,0.000003769709,0.0001369667,0.004389241],"genre_scores_gemma":[0.9908296,0.00006592657,0.000291988,0.006602006,0.0008131449,0.000134782,0.0001404627,0.00004252725,0.00107949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555088,"threshold_uncertainty_score":0.7176858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929158205137838,"score_gpt":0.3208485790260844,"score_spread":0.291556996974706,"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."}}