{"id":"W4224122410","doi":"10.1002/hsr2.603","title":"Mortality in hospitalized older adults with COVID‐19 during three waves: A multicenter retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"Health Science Reports","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Interquartile range; Retrospective cohort study; Logistic regression; Cohort study; Cohort; Coronavirus disease 2019 (COVID-19); Internal medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009714391,0.0002224186,0.0008173275,0.0003833325,0.001143951,0.00003608926,0.0002305337,0.00002688192,0.0001986148],"category_scores_gemma":[0.01345075,0.000170991,0.00007860561,0.002073889,0.0007522769,0.0002008495,0.0007644811,0.0007389004,0.000002045791],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004526633,"about_ca_system_score_gemma":0.005397622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115768,"about_ca_topic_score_gemma":0.001709815,"domain_scores_codex":[0.9924626,0.0001384455,0.001089757,0.001586241,0.003669804,0.001053206],"domain_scores_gemma":[0.9964876,0.0003128063,0.0005598937,0.001194811,0.0003634661,0.001081435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004718076,0.001459805,0.9898854,0.0003867455,0.00003869507,0.003800472,0.003763519,0.00007681506,0.000007815083,0.00000551425,0.00002489039,0.00007844491],"study_design_scores_gemma":[0.003414301,0.001656098,0.9918977,0.0001550576,0.00002194279,0.00007844956,0.002066678,0.0004427044,0.000004960817,0.0000461133,0.00005337487,0.0001626392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897815,0.00007064734,0.00003463541,0.002639119,0.0002052152,0.006937268,0.000006577551,0.00009890072,0.0002261089],"genre_scores_gemma":[0.9971889,0.00005542603,0.0001207481,0.001429048,0.00003785661,0.001034953,0.000004512897,0.00001925781,0.0001093216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009866984,"threshold_uncertainty_score":0.9992948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0439421090653982,"score_gpt":0.4499423974735774,"score_spread":0.4060002884081792,"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."}}