{"id":"W4386291474","doi":"10.1186/s12889-023-16569-9","title":"Socio-economic factors, mood, primary care utilization, and quality of life as predictors of intervention cessation and chronic stress in a type 2 diabetes prevention intervention (PREVIEW Study)","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wageningen University and Research; Medical Research Council; Glycemic Index Foundation; University of Sydney; Biotechnology and Biological Sciences Research Council; Diabetestutkimussäätiö; National Health and Medical Research Council; Emil Aaltosen Säätiö; Universidad de Navarra; Juho Vainion Säätiö; Helsingin Yliopisto; Steno Diabetes Center Copenhagen; Novo Nordisk; National Institute for Health and Care Research; Academy of Finland; Suomen Lääketieteen Säätiö; Directorate for Biological Sciences; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Novo Nordisk Fonden; Engineering and Physical Sciences Research Council; Universität Stuttgart; Medical University Sofia; Jenny ja Antti Wihurin Rahasto; McGill University","keywords":"Medicine; Biostatistics; Intervention (counseling); Mood; Quality of life (healthcare); Public health; Primary care; Type 2 diabetes; Epidemiology; Family medicine; Diabetes mellitus; Gerontology; Psychiatry; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003228948,0.0005076695,0.0007682124,0.0004295568,0.0005325059,0.001127332,0.0007279235,0.000841258,0.002861239],"category_scores_gemma":[0.003632274,0.0005781279,0.001304782,0.0006310194,0.000293145,0.0004430271,0.0008839858,0.001254624,0.0003161127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773651,"about_ca_system_score_gemma":0.001195697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076936,"about_ca_topic_score_gemma":0.01242641,"domain_scores_codex":[0.999234,0.0004211266,0.00005240728,0.00007859068,0.000091308,0.0001225006],"domain_scores_gemma":[0.9983209,0.0003935452,0.0005112813,0.0001484202,0.0001462431,0.0004795665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05759163,0.0104652,0.9040023,0.0009171778,0.00337843,0.0001267894,0.0009257206,0.0001638426,0.0006826692,0.00009005344,0.003301399,0.01835484],"study_design_scores_gemma":[0.007873086,0.01320398,0.9741911,0.0002399237,0.002384723,0.0000719821,0.0004825195,0.0004927824,0.0002121741,0.00005580454,0.0007657119,0.00002623585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973756,0.0004979359,0.00006225194,0.0001766243,0.00003109845,0.0002765437,0.001257563,0.000008361049,0.0003139352],"genre_scores_gemma":[0.9934103,0.0006131441,0.0005204679,0.0002436796,0.0001316285,0.001072986,0.002957886,0.000005855758,0.001043971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076936,"threshold_uncertainty_score":0.02141339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09876454547960037,"score_gpt":0.3874948270991327,"score_spread":0.2887302816195324,"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."}}