{"id":"W2323405553","doi":"10.1097/nur.0000000000000098","title":"Implementing Clinical Practice Guidelines for Screening and Detection of Delirium in a 21-Hospital System in Northern California","year":2014,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stuart Olson (Canada)","funders":"","keywords":"Delirium; Medicine; MEDLINE; Family medicine; Medical emergency; Psychiatry; Political science","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":[0.0292414,0.0006984171,0.0004740949,0.003253788,0.005143101,0.003910213,0.004399423,0.0020748,0.002097131],"category_scores_gemma":[0.04900955,0.0005857021,0.0006961796,0.002506519,0.002149849,0.001789733,0.003779279,0.002190544,0.0004516174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0168188,"about_ca_system_score_gemma":0.1014066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1697265,"about_ca_topic_score_gemma":0.3082523,"domain_scores_codex":[0.9691108,0.01356087,0.006411961,0.001638003,0.00693059,0.002347669],"domain_scores_gemma":[0.9067419,0.01226261,0.01284856,0.003459257,0.05032637,0.01436135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637419,0.004417256,0.4406789,0.003005527,0.0001451756,0.002817186,0.03037462,0.005823351,0.003101099,0.002354121,0.1171905,0.3899285],"study_design_scores_gemma":[0.0004599748,0.002087549,0.7010908,0.008695696,0.000182822,0.00172896,0.06923962,0.008890853,0.003481733,0.001993133,0.201727,0.0004219686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6457672,0.01867163,0.04882131,0.163581,0.002359905,0.03132188,0.002194877,0.003519906,0.08376227],"genre_scores_gemma":[0.6497954,0.009078174,0.3052888,0.01408008,0.0003615105,0.009411205,0.002074899,0.0001907166,0.009719204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1697265,"threshold_uncertainty_score":0.3374771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06327010792973539,"score_gpt":0.4345303552719906,"score_spread":0.3712602473422553,"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."}}