{"id":"W3183478092","doi":"10.2139/ssrn.3863725","title":"Anomalous Elderly Deaths during Ontario's 2020 Covid Pandemic","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Outbreak; Disease; Infectious disease (medical specialty); Internal medicine","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":[0.0007616208,0.0002470465,0.00021236,0.0009728715,0.003501491,0.002408291,0.000610592,0.001436546,0.006149001],"category_scores_gemma":[0.004307397,0.0001887816,0.0003809755,0.001562202,0.0007124749,0.0008134181,0.002169381,0.001435876,0.0007943586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0263885,"about_ca_system_score_gemma":0.03703296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9522474,"about_ca_topic_score_gemma":0.985808,"domain_scores_codex":[0.9990532,0.00005551035,0.00005925677,0.00005460088,0.0003329103,0.0004444686],"domain_scores_gemma":[0.9966551,0.0001637505,0.0006390077,0.00009797997,0.001451722,0.0009924404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000392076,0.00005482625,0.7891384,0.00019639,0.0001002287,0.001494452,0.006818346,0.0005731098,0.0002965319,0.00282333,0.1737036,0.02440874],"study_design_scores_gemma":[0.00001923024,0.00003035201,0.9072976,0.0002244413,0.00003097469,0.0002769777,0.01377808,0.0004048258,0.00008188491,0.0005686907,0.07725611,0.00003102324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.779654,0.004271069,0.0003486562,0.06662834,0.001469593,0.0001568295,0.04454207,0.0001522478,0.1027773],"genre_scores_gemma":[0.9662327,0.002662182,0.0001737912,0.006680615,0.0005342889,0.00004981301,0.007557883,0.00003853603,0.01607016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04775262,"threshold_uncertainty_score":0.1914628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214383859918819,"score_gpt":0.3185661124749737,"score_spread":0.2971277264830918,"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."}}