{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000206279,0.0001345909,0.0001852146,0.0003290099,0.0002017151,0.00006467733,0.0001283024,0.0001023908,0.0004229991],"category_scores_gemma":[0.003133032,0.000139675,0.0001203534,0.0004732992,0.00004874079,0.00007821338,0.00001571144,0.0005485548,0.0001434337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003360506,"about_ca_system_score_gemma":0.001456532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039475,"about_ca_topic_score_gemma":0.00200001,"domain_scores_codex":[0.9988326,0.00006124959,0.0002654833,0.0001847299,0.0002536326,0.0004022529],"domain_scores_gemma":[0.9954795,0.00003481137,0.0001053302,0.0001074567,0.002847264,0.001425626],"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":[0.0003050083,0.00003103488,0.164229,0.00009276794,0.0006165357,0.001644384,0.003040171,0.0000588213,0.00742447,0.0003532048,0.7734349,0.04876968],"study_design_scores_gemma":[0.003495637,0.0005706594,0.06126068,0.0001026021,0.0008492359,0.002443476,0.008707265,0.0005901128,0.0006788998,0.0001926771,0.9205468,0.000561956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7089211,0.007621103,0.01282751,0.1984671,0.001474804,0.00123084,0.0001000432,0.0001853492,0.06917209],"genre_scores_gemma":[0.9050738,0.0001301384,0.000323187,0.09347968,0.0007552853,0.000002337097,0.00005131174,0.00003370676,0.000150625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1961526,"threshold_uncertainty_score":0.5695783,"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."}}