{"id":"W4233353701","doi":"10.1186/isrctn31174892","title":"PREVIEW Population studies (PREVention of diabetes through lifestyle Intervention and population studies in Europe and around the World; Population studies)","year":2017,"lang":"en","type":"dataset","venue":"http://isrctn.com/","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Seventh Framework Programme; Natural Sciences and Engineering Research Council of Canada; University of Otago; Juho Vainion Säätiö; Health Research Council of New Zealand; Medical Research Council Canada; Academy of Finland; ZonMw; Université Laval; Suomen Kulttuurirahasto; Canadian Institutes of Health Research; Suomen Lääketieteen Säätiö; Ministry of Health, New Zealand; Canadian Diabetes Association","keywords":"Intervention (counseling); Population; Diabetes mellitus; Medicine; Environmental health; Endocrinology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002498142,0.001842638,0.002213532,0.004118141,0.000582675,0.00225724,0.002748926,0.00151586,0.08527134],"category_scores_gemma":[0.01876552,0.0009568084,0.002571435,0.01134638,0.0002836047,0.001078557,0.002036771,0.001572598,0.0306315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723294,"about_ca_system_score_gemma":0.003672169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04657914,"about_ca_topic_score_gemma":0.07248569,"domain_scores_codex":[0.9982097,0.0004327077,0.0005339396,0.0003175424,0.000302997,0.0002031649],"domain_scores_gemma":[0.9924062,0.002594528,0.001573632,0.001087636,0.001739231,0.0005988302],"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":[0.0003476798,0.00003348822,0.003587927,0.006857834,0.0004319473,0.00002709916,0.00003654779,0.0001698202,0.00008179969,0.0005042235,0.984467,0.003454599],"study_design_scores_gemma":[0.004948043,0.00008909638,0.04535877,0.005266457,0.001330605,0.0001581504,0.000157797,0.0003070574,0.0003973622,0.00151494,0.9403799,0.00009185502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001010859,0.0001503746,0.00004387669,0.00005391966,0.00001693778,0.00002790906,0.9992182,0.00006786182,0.0003197888],"genre_scores_gemma":[0.0009938934,0.0003523134,0.0003397954,0.0001214626,0.00002394603,0.0005294817,0.9967302,0.00007213216,0.0008366907],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08527134,"threshold_uncertainty_score":0.285261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2346286444827415,"score_gpt":0.545723305593255,"score_spread":0.3110946611105135,"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."}}