{"id":"W6959129503","doi":"10.6084/m9.figshare.c.7845014.v1","title":"Which acute deterioration tools are used in long-term care facilities and how have they been evaluated? A scoping review","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Acute care; Scope (computer science); Health care; Intervention (counseling); Psychological intervention; MEDLINE; Early warning score","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04596772,0.001774942,0.00800944,0.02626963,0.001858585,0.009563345,0.002977982,0.003722825,0.003753377],"category_scores_gemma":[0.1966149,0.001843468,0.007608937,0.02919349,0.002585215,0.008396517,0.003709284,0.00238619,0.0005438438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01138345,"about_ca_system_score_gemma":0.02851646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01633544,"about_ca_topic_score_gemma":0.02950339,"domain_scores_codex":[0.9444442,0.02233342,0.02224889,0.00239077,0.007636286,0.0009463982],"domain_scores_gemma":[0.8179676,0.1347547,0.02561166,0.002245322,0.01858686,0.0008338121],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001620743,0.00003753272,0.001439131,0.8861611,0.002775743,0.0001166764,0.001594408,0.0001722384,0.000127163,0.0009827844,0.002068912,0.1043623],"study_design_scores_gemma":[0.000038926,0.00007275199,0.001951284,0.9782853,0.006060539,0.0001182143,0.0009967086,0.00004802343,0.00008302273,0.0002542624,0.0120663,0.00002458732],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001209392,0.9960384,0.0002734852,0.0006082624,0.0002163188,0.000771792,0.0002546297,0.000006465074,0.0006212592],"genre_scores_gemma":[0.01218795,0.983863,0.001126575,0.0005750762,0.000110258,0.001768443,0.0002461054,0.000006686994,0.0001158672],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9540323,"threshold_uncertainty_score":0.2431034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06639334595423137,"score_gpt":0.2847706181466184,"score_spread":0.2183772721923871,"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."}}