{"id":"W2888370093","doi":"10.1097/ccm.0000000000003349","title":"Delirium Monitoring in Neurocritically Ill Patients: A Systematic Review*","year":2018,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; CSL Behring; NIH Clinical Center; Agency for Healthcare Research and Quality; National Institutes of Health; Pfizer; National Institute of General Medical Sciences; Abbott Laboratories; U.S. Department of Veterans Affairs","keywords":"Delirium; Medicine; Population; Inter-rater reliability; MEDLINE; Internal medicine; Intensive care medicine; Emergency medicine; Rating scale","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005483776,0.001024253,0.007292096,0.0008088616,0.00008351736,0.00002019102,0.0004227845,0.000521309,0.0001968589],"category_scores_gemma":[0.378345,0.0007220706,0.0007900858,0.00109607,0.001091274,0.00008881449,0.0001764325,0.00156717,0.0003048057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006323784,"about_ca_system_score_gemma":0.0003937629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001249046,"about_ca_topic_score_gemma":0.000001998465,"domain_scores_codex":[0.993432,0.0007782602,0.002521044,0.001083116,0.001216347,0.0009692672],"domain_scores_gemma":[0.9346285,0.002481521,0.0002226011,0.001089706,0.0609295,0.000648155],"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":[0.00001463384,0.0001009316,0.00003586793,0.9785996,0.00008677847,0.0006504303,0.0001190447,5.913135e-10,1.040489e-7,0.00007480596,0.007388102,0.01292968],"study_design_scores_gemma":[0.0008117331,0.001269773,0.0000105985,0.9068702,0.01322501,0.0002254138,0.003082382,5.55586e-7,4.922484e-7,0.00001834092,0.07396173,0.000523789],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001875031,0.9852843,0.0000747001,0.002823213,0.002155029,0.005427886,0.00006161865,0.0001115488,0.004059821],"genre_scores_gemma":[0.000088865,0.9456852,0.0001158903,0.05155324,0.001014797,0.0007529753,0.0005165048,0.0001992083,0.00007332039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3777966,"threshold_uncertainty_score":0.999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491842380808023,"score_gpt":0.387140896131188,"score_spread":0.3422224723231077,"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."}}