{"id":"W4229527726","doi":"10.32920/ryerson.14637141","title":"Characteristics of men and women with diabetes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; Canadian Diabetes Association","keywords":"Psychosocial; Diabetes mellitus; Type 2 diabetes; Medicine; Body mass index; Family history; Test (biology); Gerontology; Family medicine; Disease; Psychiatry; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002987105,0.0001613731,0.0002890884,0.0007014397,0.0005852367,0.0004601425,0.0001892073,0.0002876074,0.003181529],"category_scores_gemma":[0.001625417,0.0001588416,0.0002619624,0.0009446092,0.0002333494,0.0003854098,0.0002566587,0.0002666721,0.0004496826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003743794,"about_ca_system_score_gemma":0.0004990777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279423,"about_ca_topic_score_gemma":0.02934524,"domain_scores_codex":[0.9996803,0.00004146332,0.00002502468,0.00005875975,0.0001084409,0.00008599243],"domain_scores_gemma":[0.9994492,0.00007269225,0.0002034616,0.00001452429,0.00004694072,0.0002130979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008516359,0.00003644985,0.9962732,0.00001306861,0.00002131621,0.0001533499,0.0002594573,0.00001584645,0.00009045321,0.00002974782,0.0003310564,0.00269093],"study_design_scores_gemma":[0.00000832451,0.00007934085,0.9980012,0.00001153834,0.00001086943,0.0003572149,0.0008163543,0.00003494064,0.00001434036,0.00002692259,0.0006353395,0.000003593867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942141,0.001037447,0.00007711597,0.0003133104,0.00004141845,0.00003204666,0.001101236,0.00000515892,0.003178212],"genre_scores_gemma":[0.9976465,0.0004293032,0.00004227178,0.0001991826,0.00003445291,0.0000268061,0.0005998974,0.000002034787,0.001019462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02279423,"threshold_uncertainty_score":0.04532307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009800109899748867,"score_gpt":0.2324181896944659,"score_spread":0.222618079794717,"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."}}