{"id":"W3160819131","doi":"10.48350/164740","title":"COVID-19 in Adults With Congenital Heart Disease.","year":2022,"lang":"en","type":"article","venue":"Bern Open Repository and Information System (University of Bern)","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of British Columbia; McMaster University","funders":"","keywords":"Medicine; Internal medicine; Case fatality rate; Pulmonary hypertension; Population; Heart disease; Pediatrics; Heart failure; Cohort; Diabetes mellitus; Pneumonia; Disease; Cardiology; Epidemiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001686033,0.00008787226,0.0002369933,0.0001470428,0.0004930454,0.00002703679,0.0001199406,0.00002143597,0.00008170612],"category_scores_gemma":[0.00001130303,0.00009536375,0.00004183136,0.0001880339,0.00009387933,0.001181138,0.0003646264,0.00008851427,0.00001102691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842141,"about_ca_system_score_gemma":0.0004336617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536651,"about_ca_topic_score_gemma":0.00007341427,"domain_scores_codex":[0.9991952,0.00007671647,0.0001894633,0.0001318495,0.0002981387,0.0001086624],"domain_scores_gemma":[0.999279,0.00002970577,0.0001135944,0.0001834126,0.00009265728,0.0003016385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02261093,0.0002327189,0.9358073,0.003537557,0.0003087757,0.0006988848,0.02944161,0.00008284695,0.00003346079,0.001465938,0.004534092,0.001245899],"study_design_scores_gemma":[0.01065864,0.0007283882,0.7510331,0.0003609282,0.000248677,0.0007357562,0.1903251,0.001850582,0.000009437232,0.000004726761,0.04371832,0.000326347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764122,0.0001352992,0.00003207549,0.0005606548,0.00006374964,0.000981679,0.0001373956,0.00003724496,0.02163971],"genre_scores_gemma":[0.9981087,0.000003297041,0.00006830252,0.0002734188,0.000008893857,0.000007435252,0.00005164052,0.000003977796,0.001474267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847742,"threshold_uncertainty_score":0.3888821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084611370260833,"score_gpt":0.2186570483106386,"score_spread":0.2078109346080303,"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."}}