{"id":"W4244128816","doi":"10.11124/jbisrir-2009-198","title":"Thickened fluids for people with dementia in residential aged care facilities: a comprehensive systematic review","year":2009,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"","keywords":"Dementia; Dysphagia; Medicine; Older people; Gerontology; Medical prescription; Nursing; Surgery; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002164872,0.0004567399,0.004713045,0.0002453646,0.0002413145,0.0000391333,0.0006396826,0.0001334947,0.0002944548],"category_scores_gemma":[0.0004846593,0.0002883053,0.0004029028,0.0005699837,0.00003176922,0.0007560891,0.0001180181,0.0002672986,0.0001148264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008849646,"about_ca_system_score_gemma":0.0002108685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003036242,"about_ca_topic_score_gemma":0.00007692335,"domain_scores_codex":[0.9901361,0.003693602,0.004587356,0.000460137,0.0005847593,0.0005379706],"domain_scores_gemma":[0.9952154,0.001052912,0.002239907,0.001194431,0.0001765697,0.0001208001],"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":[0.00003435217,0.00005235819,0.0003974685,0.9654149,0.0001897447,0.000004618063,0.005510639,0.000001083779,0.00001537163,0.001613087,0.02675755,0.000008775046],"study_design_scores_gemma":[0.001317105,0.0003192162,0.0007452933,0.9789625,0.001685775,0.000002425665,0.01374372,0.0000363095,0.000006194005,0.0001811138,0.002681543,0.0003187594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003837964,0.8322084,0.002472518,0.001997601,0.000605506,0.1502966,0.00009178779,0.0002400718,0.008249572],"genre_scores_gemma":[0.3715527,0.3877877,0.03938615,0.02581341,0.0007215621,0.1208036,0.001755579,0.0004918651,0.05168739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4444206,"threshold_uncertainty_score":0.9999569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05489710057502745,"score_gpt":0.3721449149764764,"score_spread":0.317247814401449,"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."}}