{"id":"W2162712366","doi":"10.1111/j.1365-2702.2011.03889.x","title":"Predicting factors of pressure ulcers in older Thai stroke patients living in urban communities","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Psychosocial; Logistic regression; Cross-sectional study; Geriatric Depression Scale; Depression (economics); Physical therapy; Social support; Gerontology; Internal medicine; Anxiety; Psychiatry; Psychology; Depressive symptoms","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003823102,0.0001216835,0.0006145939,0.0003263337,0.0001052185,0.00000558896,0.0003301585,0.0002030041,0.0003167881],"category_scores_gemma":[0.001163953,0.000101893,0.0001944226,0.0001292479,0.0001024639,0.0003418041,0.0001150507,0.001484963,0.000001546808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000641988,"about_ca_system_score_gemma":0.0001101548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003299065,"about_ca_topic_score_gemma":0.000336812,"domain_scores_codex":[0.9947326,0.002004253,0.002502364,0.0001000581,0.0003537233,0.0003070144],"domain_scores_gemma":[0.9960454,0.001787373,0.001665471,0.0001958115,0.0001847707,0.0001211896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464183,0.0009927814,0.9514698,0.000143095,0.00006441672,0.00000204426,0.04372888,0.00002256837,0.000001638513,0.0001046277,0.000593395,0.002730343],"study_design_scores_gemma":[0.001745776,0.0002204259,0.9638933,0.005201175,0.00007700255,2.046091e-7,0.02797781,0.000197199,0.000005403523,0.000227737,0.0003759494,0.00007804362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877903,0.0001467228,0.0002487684,0.00008497039,0.001979922,0.000385893,0.000005876826,0.00001117551,0.00934632],"genre_scores_gemma":[0.9989366,0.00005890313,0.0004402823,0.0001212378,0.000124728,0.000002679055,0.000001310963,0.00001591168,0.0002983739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575107,"threshold_uncertainty_score":0.6451507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244556330808661,"score_gpt":0.4540145457688932,"score_spread":0.3295589126880271,"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."}}