{"id":"W2765169169","doi":"10.1016/j.jcjd.2017.12.008","title":"Effectiveness of a Type 2 Diabetes Screening Intervention in the Canadian Workplace","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brain and Cognition Discovery Foundation; University Health Network; Université Laval; AstraZeneca (Canada); St. Joseph’s Healthcare Hamilton; McMaster University; Centre hospitalier universitaire de Québec; Rogers Communications (Canada); Impact","funders":"AstraZeneca Canada; AstraZeneca","keywords":"Medicine; Prediabetes; Glycated hemoglobin; Diabetes mellitus; Psychological intervention; Type 2 diabetes; Population; Gerontology; Family medicine; Physical therapy; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002482541,0.0007303245,0.001141726,0.000645416,0.006069865,0.00132156,0.002068952,0.001583016,0.004880595],"category_scores_gemma":[0.00928958,0.0004587126,0.001285599,0.0008642348,0.0007823712,0.0005913343,0.001571259,0.001806563,0.0002385385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03518088,"about_ca_system_score_gemma":0.101337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9310993,"about_ca_topic_score_gemma":0.9627711,"domain_scores_codex":[0.9966879,0.0008458569,0.0001591113,0.0003166966,0.000897594,0.001092826],"domain_scores_gemma":[0.9948921,0.0009590479,0.0003053427,0.0001241999,0.001020815,0.002698498],"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":[0.08577207,0.1362034,0.1115059,0.004373081,0.001426959,0.0007465776,0.01416023,0.00376853,0.003461504,0.001548636,0.01862036,0.6184128],"study_design_scores_gemma":[0.02784241,0.0712961,0.8502704,0.00307046,0.004402806,0.0001822038,0.01756072,0.005616669,0.002594855,0.0006923412,0.01605876,0.0004121809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881728,0.001660532,0.000137852,0.001853067,0.0002518819,0.0007639834,0.0003954838,0.00003776998,0.006726687],"genre_scores_gemma":[0.9958975,0.0009072155,0.0007526599,0.0004681472,0.0000542488,0.0003097586,0.0002063431,0.00000524377,0.001398924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9310993,"threshold_uncertainty_score":0.2552564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053371924093477,"score_gpt":0.2767946008509604,"score_spread":0.2562608816100256,"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."}}