{"id":"W2800856734","doi":"10.1111/jgs.15362","title":"Validation of Caregiver‐Centered Delirium Detection Tools: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Delirium; CINAHL; Medicine; MEDLINE; PsycINFO; Systematic review; Cochrane Library; Confidence interval; Psychiatry; Psychological intervention; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06460271,0.002119033,0.01204853,0.01599489,0.001222033,0.004204411,0.003230875,0.002425194,0.002274656],"category_scores_gemma":[0.2262875,0.001770138,0.01215284,0.01373009,0.001839158,0.005185279,0.002631725,0.001468634,0.0002758059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006439188,"about_ca_system_score_gemma":0.0293045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006900589,"about_ca_topic_score_gemma":0.01991709,"domain_scores_codex":[0.9478084,0.01709176,0.02170477,0.002725716,0.01002818,0.0006410505],"domain_scores_gemma":[0.8016264,0.1275067,0.04165371,0.003960085,0.02414251,0.001110531],"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":[0.0002616896,0.00003224464,0.00365759,0.9371194,0.01724798,0.00007024116,0.0003672696,0.000120478,0.0001154257,0.0002055701,0.0007767624,0.04002541],"study_design_scores_gemma":[0.0004444947,0.0002963436,0.009063086,0.900794,0.08134675,0.0002910031,0.0003784576,0.0002251303,0.0003036365,0.0002799307,0.006506063,0.0000711053],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003982619,0.9908506,0.0009592247,0.0004185867,0.0001679097,0.002515773,0.00069257,0.00002109027,0.000391603],"genre_scores_gemma":[0.08564656,0.8966012,0.007573558,0.001182751,0.0002147329,0.007458477,0.001161515,0.00002150927,0.0001396273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06460271,"threshold_uncertainty_score":0.3416559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116261830992074,"score_gpt":0.3337342559016317,"score_spread":0.292571637591711,"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."}}