{"id":"W4399679291","doi":"10.4103/jfmpc.jfmpc_1150_23","title":"Study of cognitive functions and their association with depression in type II diabetes mellitus","year":2024,"lang":"en","type":"article","venue":"Journal of Family Medicine and Primary Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Diabetes mellitus; Odds ratio; Dementia; Confidence interval; Montreal Cognitive Assessment; Cognition; Type 2 Diabetes Mellitus; Type 2 diabetes; Internal medicine; Physical therapy; Psychiatry; Disease; Endocrinology","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":[0.0006369827,0.0002499331,0.0002658103,0.0008971328,0.000255527,0.0004672891,0.0002361273,0.0002689532,0.0009140883],"category_scores_gemma":[0.001431557,0.0001171539,0.000391114,0.0008245776,0.0001450049,0.0001732791,0.0002223388,0.0004857831,0.000104058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478521,"about_ca_system_score_gemma":0.0001895829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002455,"about_ca_topic_score_gemma":0.001792629,"domain_scores_codex":[0.9997044,0.00009090109,0.00004526729,0.00003798617,0.00007486739,0.00004652507],"domain_scores_gemma":[0.9991473,0.0001599565,0.0003865836,0.00003103747,0.0001117262,0.00016334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008884313,0.00005410359,0.997588,0.00001795113,0.0000662335,0.00006733043,0.00002878022,0.00001000876,0.00008447272,0.00000611395,0.00003392536,0.00195429],"study_design_scores_gemma":[0.00000358898,0.0001104813,0.9993688,0.000007254219,0.00002986227,0.0002689527,0.00004737271,0.00005290037,0.00003516921,0.00001162553,0.00006258023,0.000001354315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978139,0.001366457,0.0000846697,0.00005663249,0.00001130517,0.00001017316,0.0001585211,0.000002390879,0.0004957235],"genre_scores_gemma":[0.9992872,0.0003553435,0.00009749941,0.00001981977,0.00001486333,0.000004977468,0.0001178704,4.315952e-7,0.0001019344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002002455,"threshold_uncertainty_score":0.00398165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610460420125217,"score_gpt":0.2885634456440195,"score_spread":0.2624588414427674,"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."}}