{"id":"W4211080275","doi":"10.1016/j.jcjd.2017.10.031","title":"Diabetes and Mental Health","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eli Lilly Canada; Takeda Pharmaceutical Company; Boehringer Ingelheim; Medtronic; Novo Nordisk; Abbott Laboratories; Sanofi; Merck; Janssen Pharmaceuticals; Bayer; AstraZeneca","keywords":"Medicine; Distress; Diabetes mellitus; Emotional distress; Mental health; Variety (cybernetics); Psychiatry; Diabetes management; Gerontology; Type 2 diabetes; Clinical psychology; Anxiety","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003510106,0.00008817961,0.0002241501,0.0003226045,0.0001418864,0.00005259021,0.00006941608,0.00002962791,0.0002616634],"category_scores_gemma":[0.0000912157,0.00007748343,0.00004748319,0.0001444474,0.0001720838,0.0001491267,0.00000772987,0.0000956358,0.00002330891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128347,"about_ca_system_score_gemma":0.000577326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006212726,"about_ca_topic_score_gemma":0.0006855695,"domain_scores_codex":[0.9991803,0.00002256814,0.0002345621,0.00008801436,0.0001076691,0.0003668928],"domain_scores_gemma":[0.9988128,0.00001910422,0.0001409205,0.00009759914,0.0001281269,0.0008014544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001205496,0.00001653344,0.8802226,0.00006341496,0.00008201222,7.849034e-7,0.0007277289,4.477753e-8,0.0002352359,0.0001240901,0.08950099,0.02902533],"study_design_scores_gemma":[0.0009278558,0.001622197,0.8448354,0.0004009508,0.00006445787,0.000003033008,0.0005916342,0.00006327581,0.000983289,0.0005201014,0.1498411,0.0001466458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811941,0.002491613,9.679612e-7,0.01317142,0.0007245849,0.0001089286,0.00000580663,0.000005462453,0.002297116],"genre_scores_gemma":[0.9952101,0.00001785335,0.0003567012,0.003339592,0.0006115044,0.00000107596,0.000009134208,0.00001315468,0.0004409568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06034015,"threshold_uncertainty_score":0.3159682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174044802524645,"score_gpt":0.2509848550760369,"score_spread":0.2392444070507904,"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."}}