{"id":"W2142373263","doi":"10.32920/ryerson.14637141.v1","title":"Characteristics of men and women with diabetes","year":2021,"lang":"en","type":"article","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; Canadian Diabetes Association","keywords":"Psychosocial; Diabetes mellitus; Medicine; Type 2 diabetes; Body mass index; Family history; Gerontology; Family medicine; Disease; Diabetes management; Test (biology); Psychiatry; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004301101,0.00002881356,0.000088742,0.0000189091,0.00000691906,0.000006378076,0.000008525436,0.000008665319,0.0003295533],"category_scores_gemma":[0.00001674591,0.00002091239,0.000003872864,0.00005727451,0.00001725644,0.00002600351,0.00001240241,0.00001516392,0.000003566358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000760528,"about_ca_system_score_gemma":0.00001829842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.810915e-7,"about_ca_topic_score_gemma":1.753759e-7,"domain_scores_codex":[0.9997648,0.00000339733,0.00005327866,0.0000566458,0.00004986663,0.00007199775],"domain_scores_gemma":[0.9998206,0.00001069727,0.00001853534,0.0000730577,0.00004259515,0.00003448537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001905051,0.0001051982,0.9654745,0.0002488288,0.00007895639,0.000002102926,0.0006298209,1.708545e-8,0.004837169,0.0004308367,0.001590382,0.02658312],"study_design_scores_gemma":[0.0002887941,0.0001381334,0.9903033,0.00003118087,0.00003854218,2.920945e-7,0.0008844998,0.00002822152,0.005598303,0.00006023075,0.002596254,0.0000322071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527885,0.00002404953,0.000006771684,0.0005056192,0.00001744256,0.00004181449,5.529463e-7,0.000008767311,0.04660651],"genre_scores_gemma":[0.9889303,0.00001904823,0.0004612575,0.0002387411,0.00002580243,0.000005618993,0.00001290811,0.000003580279,0.01030272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03630379,"threshold_uncertainty_score":0.3608377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006678454956574409,"score_gpt":0.2166232192352495,"score_spread":0.2099447642786751,"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."}}