{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003586433,0.0001809529,0.0003440311,0.0006479473,0.0005362125,0.0005524676,0.0002038798,0.0003836276,0.002963626],"category_scores_gemma":[0.001892493,0.0001830825,0.0003035403,0.0008940268,0.0002954798,0.0004052584,0.0002807918,0.0002954034,0.0003726287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003713885,"about_ca_system_score_gemma":0.0004867105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01980294,"about_ca_topic_score_gemma":0.02333325,"domain_scores_codex":[0.9996107,0.00005559533,0.00003083623,0.000076689,0.0001248969,0.0001012787],"domain_scores_gemma":[0.9993912,0.00009338652,0.0002184405,0.00001750065,0.00004970186,0.0002297831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008523936,0.00003167593,0.9968078,0.00001222643,0.00002429291,0.0001568113,0.0002835479,0.00001700012,0.00009133866,0.00002662397,0.0002446689,0.002218897],"study_design_scores_gemma":[0.000009724595,0.00008081605,0.9979758,0.0000129633,0.00001372089,0.0003711914,0.0009447029,0.00004128633,0.00001602116,0.00002577062,0.0005041644,0.000003780225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966099,0.0008743646,0.00005816256,0.000243573,0.0000320361,0.0000201565,0.0005523343,0.000003758376,0.001605674],"genre_scores_gemma":[0.9983751,0.0003757335,0.00003036305,0.0001728691,0.00002752428,0.00001870533,0.0004023393,0.000001651906,0.0005956244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980294,"threshold_uncertainty_score":0.03937531,"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."}}