{"id":"W2982994123","doi":"10.3148/cjdpr-2019-033","title":"Participant Evaluation of a Prediabetes Intervention Program Designed for Rural Adults","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Prediabetes; Medicine; Intervention (counseling); Focus group; Socioeconomic status; Gerontology; Program evaluation; Physical therapy; Rural area; Family medicine; Rural health; Nursing; Environmental health; Type 2 diabetes; Diabetes mellitus; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005197456,0.0005210777,0.0004528685,0.0002871157,0.001604688,0.0003469047,0.0008281119,0.0005484434,0.003223698],"category_scores_gemma":[0.00483369,0.000237604,0.0004520534,0.0002567701,0.0003243925,0.0002526943,0.0006910237,0.0006592583,0.0002267617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614938,"about_ca_system_score_gemma":0.005712417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413625,"about_ca_topic_score_gemma":0.06038802,"domain_scores_codex":[0.9979352,0.001344907,0.00009270904,0.000134341,0.0002377454,0.0002552098],"domain_scores_gemma":[0.9976783,0.0007082898,0.0002246129,0.00008115483,0.0005434765,0.0007640063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03793257,0.2418828,0.1152205,0.003137757,0.0002876375,0.002092411,0.1015403,0.002111957,0.03591309,0.0004160029,0.005849927,0.453615],"study_design_scores_gemma":[0.03760917,0.4461844,0.4134665,0.0008632701,0.0007220855,0.000592669,0.0460972,0.004743726,0.01384414,0.000334977,0.03535977,0.0001821007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951357,0.00004330187,0.0003947306,0.0001997294,0.00002193177,0.002856121,0.0001376994,0.00002243936,0.001188353],"genre_scores_gemma":[0.9780579,0.0002803039,0.01048379,0.0002634887,0.00004580437,0.008271565,0.0003010751,0.000009769404,0.002286233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9758638,"threshold_uncertainty_score":0.04799151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653528252333924,"score_gpt":0.4726316345049394,"score_spread":0.3072788092715469,"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."}}