{"id":"W3081816990","doi":"10.5770/cgj.23.457","title":"Pandemic Dementia Scarce Resource Allocation","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alzheimer Society of Canada; University of British Columbia; McGill University Health Centre; Lawson Health Research Institute; Western University; Nova Scotia Health Authority; BC Children's Hospital; Dalhousie University; McGill University; University of Calgary","funders":"Alzheimer Society","keywords":"Medicine; Dementia; Pandemic; Coronavirus disease 2019 (COVID-19); Contingency plan; Disease; Task force; Medical emergency; Task (project management); Intensive care medicine; Infectious disease (medical specialty); Pathology","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":[0.007513734,0.0008129547,0.001208422,0.00137701,0.009906787,0.008635462,0.003688675,0.01897252,0.02117279],"category_scores_gemma":[0.04262036,0.0005177275,0.001301309,0.001377081,0.00720263,0.00685778,0.005490399,0.01986032,0.002957086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03104403,"about_ca_system_score_gemma":0.08589458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3171757,"about_ca_topic_score_gemma":0.4990783,"domain_scores_codex":[0.9934809,0.002052225,0.0004374981,0.0005341417,0.001842219,0.001653045],"domain_scores_gemma":[0.9760584,0.009619015,0.0009689359,0.0006242211,0.007525308,0.005204157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002308706,0.000009555563,0.0001856314,0.0002547588,0.00002045342,0.0003066119,0.000766506,0.000129152,0.00005931348,0.0162561,0.9668503,0.01513853],"study_design_scores_gemma":[0.00004939933,0.00001957469,0.0008339319,0.001884621,0.00002792971,0.0001976676,0.002121884,0.0001819375,0.00005254381,0.01243577,0.9821478,0.00004695591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005210923,0.008834457,0.0001968551,0.9587879,0.01556091,0.00002878753,0.0001775482,0.00003330952,0.01585917],"genre_scores_gemma":[0.02230312,0.01612293,0.0006842001,0.9235144,0.02795496,0.00009052434,0.0002314238,0.00008159549,0.009016828],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3171757,"threshold_uncertainty_score":0.630659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221985354939367,"score_gpt":0.2466449489383571,"score_spread":0.2244250953889634,"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."}}