{"id":"W2092999661","doi":"10.1089/dia.2010.0195","title":"Developing an Objective Evaluation Method to Estimate Diabetes Risk in Community-Based Settings","year":2011,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Research Resources; U.S. Public Health Service; National Institutes of Health","keywords":"Medicine; Diabetes mellitus; Waist; Abdominal obesity; Type 2 diabetes; Body mass index; Obesity; Psychological intervention; Impaired fasting glucose; Internal medicine; Stepwise regression; Impaired glucose tolerance; Endocrinology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01542366,0.001393369,0.000975396,0.003449558,0.0004233701,0.001472049,0.001279674,0.0008651113,0.002478761],"category_scores_gemma":[0.06054772,0.0004718686,0.0006708426,0.001915823,0.0004544116,0.001306385,0.001372435,0.0008742053,0.0008102024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746594,"about_ca_system_score_gemma":0.001428674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004808433,"about_ca_topic_score_gemma":0.004648956,"domain_scores_codex":[0.9863208,0.009762321,0.0007939421,0.001025585,0.00192313,0.0001743108],"domain_scores_gemma":[0.9685311,0.01914211,0.003589051,0.001354338,0.0068094,0.0005740203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009722371,0.001241075,0.418418,0.0007870578,0.0006026926,0.0002366433,0.001044194,0.01869652,0.006534694,0.002437952,0.003777827,0.5452511],"study_design_scores_gemma":[0.0008053436,0.004472282,0.410903,0.001171872,0.0007032275,0.001069964,0.003592867,0.5428861,0.01228043,0.01003833,0.01172979,0.0003467805],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1434149,0.0005871456,0.845524,0.0002949291,0.000116369,0.003143482,0.001162031,0.000979824,0.004777271],"genre_scores_gemma":[0.2656893,0.0003259043,0.7268478,0.0001580436,0.00004970445,0.005283347,0.0007594027,0.00007259921,0.0008139148],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01542366,"threshold_uncertainty_score":0.08156908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05600672959399339,"score_gpt":0.3575771996663841,"score_spread":0.3015704700723907,"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."}}