{"id":"W4289994775","doi":"10.1101/2022.08.03.22278392","title":"Association of mortality and aspirin use for COVID-19 residents at VA Community Living Center Nursing Homes","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Providence Health Care; U.S. Department of Veterans Affairs","keywords":"Aspirin; Medicine; Antithrombotic; Internal medicine; Retrospective cohort study; Cohort study; Veterans Affairs; Observational study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005573747,0.0002936314,0.0003053274,0.0006391229,0.000485141,0.0006226879,0.0004950666,0.0004979159,0.00209905],"category_scores_gemma":[0.001992695,0.000213363,0.0005885179,0.0006676291,0.0002141657,0.000297892,0.0004594062,0.0006330977,0.0001822277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004200199,"about_ca_system_score_gemma":0.0004798991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01804176,"about_ca_topic_score_gemma":0.02458008,"domain_scores_codex":[0.9995135,0.0001066728,0.0000503654,0.0001164804,0.00009021148,0.000122757],"domain_scores_gemma":[0.9980841,0.0002475762,0.000946329,0.0001023537,0.0002144761,0.0004051506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007690657,0.0000220603,0.9995444,0.000003068641,0.00003000947,0.00002129196,0.00001015396,0.00000953303,0.00003185213,0.000002655541,0.00006405453,0.0001838341],"study_design_scores_gemma":[0.000004550767,0.00007060264,0.9995672,0.000004024495,0.00002205323,0.00006920972,0.00006513301,0.0001230226,0.00001698604,0.000004783817,0.00005092753,0.000001517768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990228,0.0001713102,0.00002566099,0.00003960331,0.000009818337,0.0000044455,0.0005307829,0.000002917858,0.0001926488],"genre_scores_gemma":[0.999352,0.00005758976,0.00002372732,0.00001480407,0.00001316463,0.000004858828,0.0003872728,9.543222e-7,0.0001455788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01804176,"threshold_uncertainty_score":0.03587347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379453055352105,"score_gpt":0.5064610830287115,"score_spread":0.268515777493501,"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."}}