{"id":"W4395052398","doi":"10.2147/prbm.s474111","title":"Diabetes Distress Among Patients Undergoing Surgery for Diabetic Retinopathy and Associated Factors: A Cross-Sectional Survey [Letter]","year":2024,"lang":"en","type":"article","venue":"Psychology Research and Behavior Management","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Medicine; Diabetes mellitus; Diabetic retinopathy; Distress; Retinopathy; Family medicine; Internal medicine; Emergency medicine; Clinical psychology; Endocrinology; Pathology","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":[0.001099825,0.0001428835,0.0002215217,0.000612486,0.00042104,0.0004346249,0.0002469243,0.001143464,0.001801436],"category_scores_gemma":[0.004091544,0.0002193059,0.0003016876,0.0009454947,0.0001316279,0.0005994007,0.0002427047,0.0006802888,0.0004431211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187638,"about_ca_system_score_gemma":0.0006195449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007339285,"about_ca_topic_score_gemma":0.006891263,"domain_scores_codex":[0.9993746,0.0002825029,0.0001079041,0.00006950061,0.0000944301,0.00007109838],"domain_scores_gemma":[0.9976514,0.0006673249,0.0006084551,0.0001099064,0.0006666766,0.0002961719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000858265,0.0002712166,0.9777264,0.0001284273,0.00005087536,0.0006454883,0.0006906779,0.00002603884,0.0003346888,0.00003331937,0.01333163,0.006675514],"study_design_scores_gemma":[0.00003668069,0.0004994422,0.9897718,0.0001151671,0.00004632794,0.001502093,0.002313885,0.0003357871,0.0002228654,0.000031795,0.00509561,0.00002850001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785371,0.000789843,0.0004619309,0.01404809,0.0004431953,0.000215754,0.003314067,0.00002996964,0.002160179],"genre_scores_gemma":[0.9799584,0.001029379,0.0006712186,0.01461109,0.000430328,0.0002665833,0.001667912,0.000005152803,0.001359997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007339285,"threshold_uncertainty_score":0.01459318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08361805388824414,"score_gpt":0.3934685220135304,"score_spread":0.3098504681252863,"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."}}