{"id":"W4210719606","doi":"10.14740/jocmr4662","title":"A Retrospective Cross-Sectional Study of Severe Breakthrough SARS-CoV-2 Infection in the General Population Requiring Hospitalization Within a Single Health System","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Retrospective cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Population; Intensive care medicine; Emergency medicine; Surgery; Internal medicine; Environmental health; Pathology; 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":[0.0008262261,0.0002922297,0.0005030202,0.0007427856,0.0006393105,0.0005787784,0.0003120486,0.0006067352,0.001435412],"category_scores_gemma":[0.001625395,0.0005214658,0.0003858292,0.001170157,0.0003997499,0.0006930735,0.0004593059,0.0006372675,0.0003109572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004463216,"about_ca_system_score_gemma":0.0005483679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009567385,"about_ca_topic_score_gemma":0.008883392,"domain_scores_codex":[0.9993456,0.000182523,0.00007109645,0.0001887853,0.00008857974,0.0001233744],"domain_scores_gemma":[0.9985941,0.0002614816,0.000516377,0.0001187791,0.0001570041,0.0003522614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003039433,0.00003606618,0.9994357,0.000005379919,0.0000160119,0.00007963636,0.0000841699,0.000007488871,0.00008322444,0.000003733348,0.00004049067,0.0001777495],"study_design_scores_gemma":[0.000004722827,0.0002231542,0.9988207,0.000003377681,0.00001078792,0.0003553869,0.0004263094,0.00004880608,0.00001360921,0.000004307806,0.00008639777,0.000002360685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992778,0.00009170647,0.00005252512,0.00001785639,0.000003876006,0.00001774615,0.0003302446,0.000002069246,0.0002062357],"genre_scores_gemma":[0.9993481,0.00007950843,0.00006479017,0.00006064873,0.000009992139,0.0000204155,0.0003432585,0.000001251092,0.00007209396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009567385,"threshold_uncertainty_score":0.01902336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2719357547571492,"score_gpt":0.5579192964016056,"score_spread":0.2859835416444564,"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."}}