{"id":"W4389735852","doi":"10.2196/41792","title":"The Effect of the COVID-19 Pandemic on Non–COVID-19 Deaths: Population-Wide Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innovation and Technology Commission","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Population; Retrospective cohort study; Virology; Outbreak; Environmental health; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001970127,0.0004646232,0.0004226841,0.0008371801,0.0006413443,0.0007534791,0.000672654,0.0004664904,0.001348906],"category_scores_gemma":[0.002605389,0.0006011414,0.001043721,0.001439741,0.0003998848,0.0006576565,0.000815213,0.0009040573,0.0003128403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008257456,"about_ca_system_score_gemma":0.0009312698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03325262,"about_ca_topic_score_gemma":0.03547842,"domain_scores_codex":[0.9985893,0.0002544414,0.0002117558,0.0005324516,0.0001935889,0.0002184308],"domain_scores_gemma":[0.9970633,0.0002811049,0.001245393,0.0006162425,0.0004428723,0.0003509937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006133987,0.00001180528,0.9991411,0.00001418308,0.0001449731,0.00004151588,0.00004881047,0.00002426783,0.00005075486,0.00001476963,0.0001729215,0.0002734813],"study_design_scores_gemma":[0.000006974577,0.00005562254,0.999181,0.00001200719,0.00007080828,0.0001227255,0.0001723279,0.0001040551,0.00002009771,0.000009415838,0.0002392742,0.000005681155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949063,0.0005134818,0.0002018161,0.00006260753,0.00002091685,0.00005727083,0.003807551,0.000007075683,0.0004230261],"genre_scores_gemma":[0.9976358,0.0002059662,0.0001339896,0.00006122935,0.00001419999,0.00005197063,0.001730228,0.000004068178,0.000162586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03325262,"threshold_uncertainty_score":0.06611812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06710291736742115,"score_gpt":0.4226816015301435,"score_spread":0.3555786841627224,"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."}}