{"id":"W4411226404","doi":"10.1101/2025.06.11.25329444","title":"Quality of life and its determinants among individuals with type 2 diabetes mellitus in rural Bangladesh","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Medical Research Council","keywords":"Quality (philosophy); Type 2 Diabetes Mellitus; Quality of life (healthcare); Medicine; Diabetes mellitus; Environmental health; Geography; Gerontology; Demography; Socioeconomics; Economics; Sociology; Endocrinology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000399352,0.0001420202,0.0001986958,0.0004484534,0.0002602921,0.0004478889,0.0001416802,0.0001756903,0.002890782],"category_scores_gemma":[0.001322583,0.00007696021,0.0002119577,0.00098273,0.0001713111,0.0001840048,0.0003583014,0.0003252795,0.0002226315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117301,"about_ca_system_score_gemma":0.0001962825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.013108,"about_ca_topic_score_gemma":0.01011682,"domain_scores_codex":[0.9997771,0.00007652743,0.00003320181,0.00003643885,0.00003318779,0.00004350338],"domain_scores_gemma":[0.9994316,0.0001115489,0.0002466277,0.00002239982,0.00006434059,0.0001235433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005818894,0.00003020193,0.9980217,0.00002115084,0.00002794527,0.00004324123,0.0002067473,0.00002970082,0.00007972918,0.00001785963,0.00009934501,0.001364172],"study_design_scores_gemma":[0.00000501019,0.00005212718,0.9989088,0.00001181694,0.00001161268,0.0000577726,0.0007168302,0.00005351083,0.00001316693,0.0000245289,0.0001421898,0.000002626781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982865,0.0002304846,0.00003065839,0.0001066746,0.000002780931,0.000008032674,0.0007871733,8.974656e-7,0.0005468088],"genre_scores_gemma":[0.9996518,0.00007071637,0.00001851771,0.00001212537,0.000001791097,0.00000578568,0.0001501163,3.08208e-7,0.00008886482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013108,"threshold_uncertainty_score":0.02606338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888198012272865,"score_gpt":0.306379445512702,"score_spread":0.2774974653899734,"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."}}