{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009137574,0.0003220571,0.0003988108,0.001883629,0.002100617,0.002896554,0.0004911462,0.001604654,0.06760696],"category_scores_gemma":[0.003839772,0.0001971878,0.0005219123,0.002122264,0.0007577066,0.001140651,0.001682118,0.00227404,0.008889625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00417951,"about_ca_system_score_gemma":0.01600956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2603275,"about_ca_topic_score_gemma":0.5232123,"domain_scores_codex":[0.999079,0.0001455184,0.00005116059,0.00005301839,0.0003672359,0.0003040225],"domain_scores_gemma":[0.9970438,0.0002387797,0.0001393921,0.00008769742,0.0008589444,0.001631343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002091033,0.0001047316,0.01297445,0.0001418382,0.00002315476,0.00009090424,0.000282558,0.00002108056,0.00006072305,0.009229154,0.8524734,0.1245772],"study_design_scores_gemma":[0.0000179459,0.00002361132,0.08510301,0.0006235989,0.00003370271,0.0001835107,0.001443118,0.00003050905,0.00002891087,0.003178361,0.9093227,0.00001097794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008739975,0.0802569,0.0001445421,0.3463066,0.0262978,0.00008136118,0.003758762,0.00008067522,0.5343334],"genre_scores_gemma":[0.2028477,0.2060029,0.001179217,0.1055495,0.01925596,0.0002723688,0.007053456,0.0000708932,0.4577681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2603275,"threshold_uncertainty_score":0.5176244,"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."}}