{"id":"W4400407004","doi":"10.32920/ihtp.v4i1.1957","title":"Self-management practices among diabetic patients during the COVID 19 pandemic: Systematic review","year":2024,"lang":"en","type":"article","venue":"International Health Trends and Perspectives","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Diabetes mellitus; Coronavirus disease 2019 (COVID-19); Self-management; Diabetes management; Weight management; Cochrane Library; Meta-analysis; Emergency medicine; Intensive care medicine; Family medicine; Internal medicine; Type 2 diabetes; Weight loss; Obesity; Disease; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.007497314,0.0009811855,0.005396622,0.006494709,0.0004908878,0.00215747,0.001529493,0.00171424,0.002775844],"category_scores_gemma":[0.0416818,0.0007756102,0.005223034,0.008422996,0.0006722615,0.001794225,0.001129063,0.001000484,0.0001804224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206265,"about_ca_system_score_gemma":0.01024682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067544,"about_ca_topic_score_gemma":0.02454459,"domain_scores_codex":[0.9924487,0.002488239,0.003049978,0.0005521335,0.001235172,0.0002258286],"domain_scores_gemma":[0.9658614,0.024129,0.00724793,0.0004811029,0.001946084,0.0003344458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001529045,0.0000120114,0.001722433,0.970342,0.007135303,0.00006661828,0.0002147646,0.00005183518,0.00007494617,0.0000724538,0.001420905,0.01873384],"study_design_scores_gemma":[0.0002133265,0.0001809051,0.009427331,0.9363063,0.04292667,0.0002780975,0.0003505308,0.00006388366,0.0001314353,0.0001377671,0.009951968,0.00003186052],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002369903,0.9957407,0.00008669412,0.0003864576,0.00008179333,0.0003147433,0.0007091559,0.000009568589,0.0003010356],"genre_scores_gemma":[0.03813967,0.9584284,0.000718123,0.0009304446,0.00009674313,0.00098357,0.0005608525,0.00000643299,0.0001356885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01067544,"threshold_uncertainty_score":0.03965002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03872057563907524,"score_gpt":0.3798622892083743,"score_spread":0.341141713569299,"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."}}