{"id":"W4394837407","doi":"10.1111/ggi.14878","title":"Validation of the Delirium Observation Screening Scale in long‐term care facilities in Flanders","year":2024,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Term (time); Scale (ratio); Long-term care; Medicine; Psychology; Intensive care medicine; Psychiatry; Geography; Cartography","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":[0.006660093,0.0005542443,0.0004827379,0.001440343,0.0006694605,0.0008345612,0.0008125597,0.0005856999,0.001197304],"category_scores_gemma":[0.01875679,0.0002234083,0.0009414088,0.0005637124,0.0004980452,0.0005970551,0.001549204,0.0003757768,0.000303056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854646,"about_ca_system_score_gemma":0.001801631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02630298,"about_ca_topic_score_gemma":0.03977563,"domain_scores_codex":[0.9970847,0.001076666,0.0005054942,0.0003597947,0.0007105724,0.000262788],"domain_scores_gemma":[0.9952494,0.001076092,0.001581477,0.0002158477,0.001590262,0.0002867957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004080706,0.000259406,0.9566853,0.0003856353,0.0002448303,0.0002890099,0.004379838,0.0004377837,0.002011648,0.00007031707,0.001103052,0.03372516],"study_design_scores_gemma":[0.00004431287,0.0003369318,0.9961578,0.000225877,0.00003419527,0.0001421845,0.001464827,0.0003526914,0.0003305565,0.00003084911,0.0008632672,0.00001646199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977379,0.0002528318,0.0004595396,0.0001152024,0.00002877878,0.0001642314,0.0004769419,0.00001249401,0.000752078],"genre_scores_gemma":[0.9963605,0.0001474415,0.001508183,0.00006475049,0.00001164401,0.0004006534,0.001091794,0.000003896067,0.0004110961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02630298,"threshold_uncertainty_score":0.0522998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870942514855793,"score_gpt":0.3044528849907865,"score_spread":0.2757434598422286,"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."}}