{"id":"W3165675611","doi":"10.5770/cgj.24.483","title":"Management of Agitation in Dementia and Effects on Inpatient Length of Stay","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Frailty Network; Government of Canada","keywords":"Medicine; Olanzapine; Quetiapine; Dementia; Risperidone; Benzodiazepine; Emergency medicine; Intensive care medicine; Internal medicine; Psychiatry; Schizophrenia (object-oriented programming); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007731735,0.0001491108,0.0002194835,0.0006100976,0.0004032618,0.0007638973,0.0004287345,0.0002326746,0.001923488],"category_scores_gemma":[0.007982019,0.00007045185,0.0004537799,0.0007445588,0.0003165353,0.0003494148,0.0004407443,0.0004917589,0.0001617804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235641,"about_ca_system_score_gemma":0.002453004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04585212,"about_ca_topic_score_gemma":0.07420144,"domain_scores_codex":[0.9988906,0.0002918939,0.000159087,0.00007700518,0.0003416962,0.0002397569],"domain_scores_gemma":[0.9950486,0.0007037908,0.002762238,0.00005401962,0.0005775556,0.0008537915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284476,0.00009791148,0.9805813,0.00009834675,0.00006705987,0.0001982434,0.0001225223,0.00009436633,0.00009008827,0.00003585659,0.0005536066,0.01793236],"study_design_scores_gemma":[0.000004275359,0.00008121368,0.9991056,0.00005017779,0.00001406236,0.0002240804,0.0001626832,0.00005775457,0.00002947202,0.00001959005,0.0002474248,0.000003650984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893135,0.005512309,0.0001023795,0.0008550431,0.00003669229,0.00002854607,0.0003974868,0.00001230048,0.003741721],"genre_scores_gemma":[0.9981031,0.001068703,0.0001784489,0.0001618256,0.00004382438,0.00001216025,0.0002444097,0.000001965489,0.0001854724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04585212,"threshold_uncertainty_score":0.09117049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786510148251685,"score_gpt":0.3132596156882368,"score_spread":0.2953945142057199,"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."}}