{"id":"W4390544988","doi":"10.3390/diseases12010016","title":"Comparison of COVID-19 and Influenza-Related Outcomes in the United States during Fall–Winter 2022–2023: A Cross-Sectional Retrospective Study","year":2024,"lang":"en","type":"article","venue":"Diseases","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"Moderna","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Incidence (geometry); Cross-sectional study; Young adult; Retrospective cohort study; Pediatrics; Disease; Emergency medicine; Infectious disease (medical specialty); Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009718612,0.0003162885,0.0004065909,0.0008749861,0.0005427545,0.0006672767,0.0004334414,0.0004661359,0.0006919638],"category_scores_gemma":[0.001427028,0.0003325158,0.0005584432,0.001570086,0.0002617193,0.0006219625,0.0007057317,0.000634256,0.000195513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006760799,"about_ca_system_score_gemma":0.0005957002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03767857,"about_ca_topic_score_gemma":0.0505202,"domain_scores_codex":[0.9993186,0.0001422652,0.0001067765,0.0001596599,0.0001416877,0.0001311177],"domain_scores_gemma":[0.9984112,0.0001594668,0.0007655597,0.00008716446,0.0002427589,0.0003337855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003356449,0.0000150944,0.9995493,0.000004353104,0.00002920929,0.00002162504,0.00003354475,0.00001276004,0.00003492453,0.000003426034,0.00007886878,0.000183143],"study_design_scores_gemma":[0.000002189079,0.00003144292,0.9994897,0.000004889458,0.00001120031,0.00007306552,0.0002108758,0.00006941972,0.00001555797,0.000003725973,0.00008614847,0.000001753372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973673,0.000212477,0.00004714793,0.00003730832,0.000008170836,0.00001884158,0.001889497,0.0000034054,0.0004157278],"genre_scores_gemma":[0.9975243,0.000116849,0.00004487377,0.00005270241,0.00001064649,0.00002400578,0.002154634,0.000002083618,0.0000697838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03767857,"threshold_uncertainty_score":0.07491851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07882182384420998,"score_gpt":0.5106098724830792,"score_spread":0.4317880486388692,"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."}}