{"id":"W4399394962","doi":"10.1186/s12877-024-05076-0","title":"Determinants of sedentary behavior in community-dwelling older adults with type 2 diabetes based on the behavioral change wheel: a path analysis","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Beijing University of Chinese Medicine","keywords":"Walkability; Gerontology; Medicine; Path analysis (statistics); Social support; Rating scale; Structural equation modeling; Social isolation; Cognition; Type 2 diabetes; Psychology; Diabetes mellitus; Physical therapy; Physical activity; Developmental psychology; Psychiatry; Social psychology","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":[0.004115386,0.0009316204,0.0007653634,0.002860096,0.0006284943,0.001243524,0.0007089634,0.000672882,0.002506497],"category_scores_gemma":[0.005331098,0.0004361356,0.005584062,0.003135855,0.0003680952,0.0009497987,0.001496054,0.001197051,0.0001700567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009404236,"about_ca_system_score_gemma":0.003300999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01881348,"about_ca_topic_score_gemma":0.01284092,"domain_scores_codex":[0.998295,0.00093495,0.0001366844,0.0002698657,0.0001563848,0.0002070581],"domain_scores_gemma":[0.9974512,0.001359733,0.0004266358,0.0001127797,0.00042448,0.0002250886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001362689,0.0001481882,0.9900738,0.0001441816,0.001183482,0.00006920342,0.0003786396,0.0007378482,0.00007753071,0.0002678361,0.00031239,0.006470666],"study_design_scores_gemma":[0.0001041538,0.0006087573,0.9752043,0.0002549785,0.00198737,0.0001322012,0.0023446,0.01729298,0.0001241484,0.0009327421,0.00096542,0.00004840648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929381,0.001110616,0.003067768,0.0004954262,0.00004760271,0.0002832088,0.001460622,0.00003177266,0.0005649726],"genre_scores_gemma":[0.9947478,0.0005182104,0.002977246,0.00005904649,0.00001191312,0.0003444038,0.001078428,0.000006134658,0.0002568997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01881348,"threshold_uncertainty_score":0.03740799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06486510781108472,"score_gpt":0.330969941526163,"score_spread":0.2661048337150783,"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."}}