{"id":"W7053487244","doi":"","title":"What do nurses need to know about delirium & delirium prevention? : UBC Synthesis Project","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Delirium; Need to know; Burnout; Quarter (Canadian coin); MEDLINE; Nurse manager; Nursing staff","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02013197,0.0005670081,0.001622279,0.004779766,0.002658609,0.003649216,0.001037575,0.001227877,0.01708257],"category_scores_gemma":[0.06897688,0.0006298165,0.002008632,0.006586498,0.001222503,0.002276779,0.004851012,0.002084422,0.002190401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090132,"about_ca_system_score_gemma":0.03545785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04433224,"about_ca_topic_score_gemma":0.07468396,"domain_scores_codex":[0.9855795,0.007985454,0.002775116,0.0008445673,0.001935913,0.0008794783],"domain_scores_gemma":[0.9696079,0.01679078,0.001840358,0.0009841037,0.009657098,0.00111971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001378864,0.0005532643,0.01873344,0.1701041,0.001346433,0.0002325868,0.1054389,0.0007811253,0.0006179496,0.01561163,0.1473022,0.5378995],"study_design_scores_gemma":[0.0007425288,0.0006268267,0.05331517,0.2113176,0.003560512,0.0001926619,0.2384824,0.0007114022,0.001385047,0.008414167,0.4810635,0.0001881906],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3148955,0.1186963,0.03845193,0.1148695,0.009341854,0.09112909,0.1852474,0.0007435557,0.1266249],"genre_scores_gemma":[0.5493301,0.05195363,0.1020332,0.0378072,0.000827791,0.2126132,0.02243056,0.0004424322,0.02256187],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04433224,"threshold_uncertainty_score":0.1064693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316673602887999,"score_gpt":0.2144010030294123,"score_spread":0.2012342670005323,"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."}}