{"id":"W4292834599","doi":"10.22541/au.166123092.22937343/v1","title":"Implementation of the web-based calculator estimating odds ratio of severe COVID-19 for unvaccinated individuals in a country with high coronavirus-related death toll","year":2022,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adler","funders":"","keywords":"Calculator; Coronavirus disease 2019 (COVID-19); Death toll; Toll; Odds ratio; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Odds; Coronavirus; Virology; Pandemic; Medicine; Computer science; Environmental health; Internal medicine; Immunology; Logistic regression; Operating system","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":[0.00499367,0.001015116,0.0007182727,0.002540889,0.000278947,0.001615172,0.001333235,0.0007724054,0.04125899],"category_scores_gemma":[0.03733947,0.0005737525,0.0006706569,0.001486753,0.0002946086,0.0009272454,0.001239141,0.0007606304,0.009138607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004892113,"about_ca_system_score_gemma":0.00098676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003119516,"about_ca_topic_score_gemma":0.002404089,"domain_scores_codex":[0.997724,0.001097202,0.000230813,0.0004041302,0.000448853,0.00009496208],"domain_scores_gemma":[0.9777736,0.01799194,0.001092082,0.001299957,0.001513433,0.0003290231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003827817,0.001151882,0.1067895,0.001277404,0.0008253226,0.0005481745,0.0005553328,0.03881348,0.004172959,0.01922091,0.2002842,0.6225331],"study_design_scores_gemma":[0.008089806,0.001080496,0.1197593,0.0006857464,0.0005206983,0.002499885,0.000507622,0.5803635,0.03384794,0.05399605,0.1982452,0.0004037736],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07827538,0.0004064897,0.7213506,0.002149497,0.0005689943,0.002275252,0.03998817,0.1262987,0.02868695],"genre_scores_gemma":[0.3088485,0.0003131582,0.6460609,0.0005978189,0.0003160634,0.003668921,0.01769733,0.008550973,0.01394643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04125899,"threshold_uncertainty_score":0.138025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1768319208224909,"score_gpt":0.4502102052312816,"score_spread":0.2733782844087908,"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."}}