{"id":"W2901939902","doi":"10.1186/s13098-018-0387-5","title":"Population attributable fractions for Type 2 diabetes: an examination of multiple risk factors including symptoms of depression and anxiety","year":2018,"lang":"en","type":"article","venue":"Diabetology & Metabolic Syndrome","topic":"Diabetes Management and Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Ottawa Hospital; University of Ottawa","funders":"Norwegian Institute of Public Health; Alberta Innovates; Helse Midt-Norge; Canada Research Chairs; Alberta Innovates - Health Solutions; Ontario Mental Health Foundation; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Medicine; Depression (economics); Type 2 diabetes; Anxiety; Attributable risk; Diabetes mellitus; Population; Psychiatry; Internal medicine; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01135338,0.000452676,0.0008548602,0.00457116,0.0003348447,0.0008883935,0.000675387,0.0006008481,0.001808172],"category_scores_gemma":[0.02166922,0.0002480706,0.003024503,0.003065749,0.0004969694,0.001045327,0.000906497,0.0007462231,0.0001392343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007114219,"about_ca_system_score_gemma":0.0007573438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007765065,"about_ca_topic_score_gemma":0.005187219,"domain_scores_codex":[0.9954758,0.002309108,0.0004617233,0.000637293,0.0009269129,0.000189145],"domain_scores_gemma":[0.9845872,0.009705805,0.003011841,0.001816013,0.0006231559,0.000255951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045637,0.0000222814,0.9884784,0.00006789035,0.001447838,0.00005971935,0.0001296446,0.001414045,0.0001146167,0.0005871891,0.000247932,0.007325961],"study_design_scores_gemma":[0.000009497101,0.0001322756,0.9895228,0.00002979561,0.000703949,0.0004747842,0.0001529669,0.006020734,0.0001453216,0.001570803,0.00121704,0.00002015024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943643,0.008852079,0.03871528,0.0007123129,0.0001087615,0.0002526331,0.003319164,0.0002369252,0.004159783],"genre_scores_gemma":[0.9960214,0.000370327,0.002808247,0.00002941017,0.00003931352,0.00006599214,0.0004679475,0.00001643398,0.0001809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135338,"threshold_uncertainty_score":0.06004316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591812317750434,"score_gpt":0.3166721091741662,"score_spread":0.2807539859966618,"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."}}