{"id":"W3025731200","doi":"10.26355/eurrev_201901_16889","title":"Psychological, emotional and social impairments are associated with adherence and healthcare spending in type 2 diabetic patients: an observational study.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Medicine; Anxiety; Observational study; Alexithymia; Social support; Type 2 diabetes; Clinical psychology; Depression (economics); Population; Health care; Psychiatry; Psychology; Diabetes mellitus; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0007730084,0.0003298696,0.0005510844,0.0005463728,0.0005940438,0.0006981443,0.0002587575,0.0006323806,0.00113986],"category_scores_gemma":[0.001814903,0.0003325155,0.0009357143,0.001068153,0.0002085541,0.000363204,0.0004025495,0.001056859,0.0001567081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682323,"about_ca_system_score_gemma":0.0003521595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003526287,"about_ca_topic_score_gemma":0.00509381,"domain_scores_codex":[0.9994212,0.0001758836,0.00009755044,0.00008442207,0.0001277029,0.00009320756],"domain_scores_gemma":[0.9985556,0.000225458,0.0007349735,0.0001054809,0.00008065998,0.0002978703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001427418,0.0001691042,0.9988773,0.0000105775,0.00008866988,0.00003234768,0.00004354326,0.00001707598,0.00004859469,0.000003123997,0.00002873983,0.0005380484],"study_design_scores_gemma":[0.0000176057,0.0003220259,0.9990321,0.000007350718,0.00006081237,0.0001749978,0.0001498831,0.0001190854,0.00002435204,0.00001031455,0.00007733523,0.000004100212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993988,0.0002140842,0.00004941954,0.00001874887,0.00000489987,0.000009864407,0.0001748606,0.000001236084,0.0001281225],"genre_scores_gemma":[0.9993475,0.0001184701,0.00008659144,0.00002912313,0.00001176591,0.00001715587,0.0002936189,7.163616e-7,0.000094935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003526287,"threshold_uncertainty_score":0.007011533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384436954292791,"score_gpt":0.3371779756981913,"score_spread":0.1987342802689122,"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."}}