{"id":"W3018469342","doi":"10.1097/ccm.0000000000004367","title":"Partnering With Family Members to Detect Delirium in Critically Ill Patients*","year":2020,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Delirium; Medicine; Sedation; Family member; Psychological intervention; Emergency medicine; Institutional review board; Confusion; Critically ill; Intensive care; Pediatrics; Intensive care medicine; Family medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002701243,0.0004298405,0.0003565912,0.001170451,0.0004094043,0.000587978,0.0003629369,0.0004454413,0.0008406126],"category_scores_gemma":[0.01584853,0.0002341977,0.0004616287,0.0004374568,0.0002666631,0.0005770983,0.0006594544,0.0004498771,0.0002704423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377395,"about_ca_system_score_gemma":0.000408726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267821,"about_ca_topic_score_gemma":0.003653783,"domain_scores_codex":[0.9984649,0.0007955378,0.0002234473,0.0001564735,0.000248586,0.0001111563],"domain_scores_gemma":[0.9937097,0.002254703,0.002376221,0.0002275031,0.0008670269,0.0005649203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001501704,0.00003709879,0.994963,0.00002082576,0.00002793711,0.00006142457,0.0001107708,0.00004618771,0.00006778298,0.000003759508,0.000135526,0.004375391],"study_design_scores_gemma":[0.00004675873,0.0008109529,0.9942251,0.00009810257,0.00007447381,0.00109217,0.0007440139,0.002041955,0.0003987057,0.00005349873,0.0003974554,0.00001694756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979359,0.0007824842,0.0002670979,0.0001570908,0.00002780836,0.00004104552,0.0001453185,0.00001124996,0.000631959],"genre_scores_gemma":[0.9988832,0.0001898106,0.0006437803,0.00005605278,0.00001485936,0.00002667945,0.0001108185,0.000001350743,0.00007344931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002701243,"threshold_uncertainty_score":0.01428568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397849528738277,"score_gpt":0.3098499207225063,"score_spread":0.2858714254351235,"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."}}