{"id":"W178562785","doi":"10.24095/hpcdp.32.1.03","title":"Piloting the CANRISK tool in Vancouver Coastal Health","year":2011,"lang":"en","type":"article","venue":"Chronic diseases and injuries in Canada","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Prediabetes; Medicine; Ethnic group; Impaired glucose tolerance; Diabetes mellitus; Family medicine; Psychological intervention; Impaired fasting glucose; Type 2 diabetes; Type 2 Diabetes Mellitus; Gerontology; Nursing; Endocrinology","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":[0.01001804,0.0005300849,0.0003214767,0.0007487294,0.0025827,0.001763115,0.001463587,0.0005695517,0.006856829],"category_scores_gemma":[0.009536942,0.0005951216,0.0004487793,0.0007278412,0.0006281281,0.0006412792,0.001739457,0.0008222379,0.001307955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007318457,"about_ca_system_score_gemma":0.02668582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6585104,"about_ca_topic_score_gemma":0.8554751,"domain_scores_codex":[0.9959441,0.001675162,0.0002079502,0.0003096192,0.001074823,0.0007882905],"domain_scores_gemma":[0.990773,0.002014688,0.0002931917,0.0005208133,0.003974916,0.002423379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003258327,0.01246588,0.5426531,0.001321267,0.000181628,0.001415395,0.02735441,0.001747913,0.005346585,0.0007352248,0.03870275,0.3648175],"study_design_scores_gemma":[0.003055754,0.01002168,0.8421884,0.001197002,0.00023932,0.0004193764,0.04485463,0.00625709,0.004574699,0.0005724133,0.08640213,0.0002175758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490692,0.0002240734,0.002879646,0.002542791,0.0001659045,0.01854653,0.002814028,0.0004583974,0.02329945],"genre_scores_gemma":[0.945487,0.0004976869,0.02931404,0.001379629,0.00006958682,0.01066261,0.002783415,0.00007149368,0.009734628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3414896,"threshold_uncertainty_score":0.6870013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019926383946589,"score_gpt":0.2166958860307817,"score_spread":0.2064966221913158,"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."}}