{"id":"W4281400814","doi":"10.1097/jnr.0000000000000497","title":"Impact of Pain, Agitation, and Delirium Bundle on Delirium and Cognitive Function","year":2022,"lang":"en","type":"article","venue":"Journal of Nursing Research","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Medicine; Sedation; Mechanical ventilation; Intensive care unit; Incidence (geometry); Cognition; Psychological intervention; Anesthesia; Emergency medicine; Intensive care medicine; Physical therapy; Psychiatry","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":[0.002031288,0.0002629285,0.0006502034,0.0003590213,0.0002336519,0.0003409648,0.0002269016,0.0002328198,0.001583954],"category_scores_gemma":[0.005989112,0.0001015253,0.0007772335,0.0003422026,0.0002210066,0.0002470715,0.0005864003,0.0004639857,0.00008589566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005787241,"about_ca_system_score_gemma":0.0007270765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017132,"about_ca_topic_score_gemma":0.001374897,"domain_scores_codex":[0.9984062,0.0007438139,0.0002111534,0.0001196863,0.0003478302,0.0001713407],"domain_scores_gemma":[0.9957035,0.00131388,0.001692102,0.0001071587,0.0002783973,0.000905004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02637124,0.007956696,0.8104843,0.001006238,0.00209336,0.00009586245,0.0002065578,0.0006660614,0.001731132,0.00005676284,0.0005526121,0.1487791],"study_design_scores_gemma":[0.0008474961,0.01444208,0.9833693,0.00007498127,0.0003342819,0.00008031537,0.00005683407,0.0003878616,0.0002069304,0.00002910831,0.0001639243,0.000006943471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981516,0.001301785,0.00007853386,0.0001064029,0.00001635628,0.00004262196,0.00005244866,0.000004100069,0.0002462155],"genre_scores_gemma":[0.9992042,0.000285902,0.0002512569,0.00004710121,0.00003920436,0.00005198168,0.00007276708,6.644318e-7,0.00004693911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002031288,"threshold_uncertainty_score":0.01074255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07141870672321894,"score_gpt":0.4310371190729771,"score_spread":0.3596184123497582,"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."}}