{"id":"W4205842496","doi":"10.14573/altex.2112161s","title":"COVID-19 through Adverse Outcome Pathways: Building networks to better understand the disease – 3rd CIAO AOP Design Workshop_suppl","year":2022,"lang":"en","type":"article","venue":"ALTEX","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineer Research and Development Center; NUTRIM School of Nutrition and Translational Research in Metabolism; Johns Hopkins Bloomberg School of Public Health; Uniformed Services University of the Health Sciences; University of Illinois at Urbana-Champaign; National Institutes of Health; Karolinska Institutet; U.S. Consumer Product Safety Commission; RTI International; Laboratory Directed Research and Development; Università degli Studi dell'Insubria; Physicians Committee for Responsible Medicine; Universiteit Maastricht; Johns Hopkins University; Joint Research Centre; Vrije Universiteit Brussel; National Research Centre; Oak Ridge National Laboratory; Istituto Superiore di Sanità; Nottingham Trent University; UT-Battelle; U.S. Environmental Protection Agency; Fairleigh Dickinson University; Korea Institute of Science and Technology; Health Canada; Trent University; Battelle; Universiteit Utrecht; European Commission; University of Wisconsin-Madison; U.S. Department of Energy; Humane Society International","keywords":"Adverse Outcome Pathway; Timeline; Outreach; Coronavirus disease 2019 (COVID-19); Crowdsourcing; Disease; Outcome (game theory); Computer science; Intensive care medicine; Medicine; Data science; Infectious disease (medical specialty); Biology; Political science; Computational biology; World Wide Web; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.02828675,0.001300139,0.0005316437,0.001480672,0.002010795,0.006731786,0.002621771,0.002333124,0.0308019],"category_scores_gemma":[0.02700288,0.0006588224,0.002715787,0.0008440884,0.001773447,0.004466183,0.009956793,0.00409318,0.005091671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004093706,"about_ca_system_score_gemma":0.008027737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004625541,"about_ca_topic_score_gemma":0.007536715,"domain_scores_codex":[0.9900799,0.007381273,0.0002314614,0.000812836,0.0009419441,0.0005525913],"domain_scores_gemma":[0.9836088,0.008422033,0.0006911103,0.00156668,0.002971313,0.002740112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001029634,0.0003324067,0.004939291,0.004110323,0.0003964241,0.000704914,0.00741828,0.0559722,0.00788133,0.2544798,0.3583818,0.3043535],"study_design_scores_gemma":[0.0001294905,0.0001982656,0.0013833,0.001556623,0.00008942313,0.0001290203,0.002275095,0.01889553,0.002129201,0.1260987,0.8470306,0.00008467316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03113696,0.009443999,0.6813478,0.1223793,0.01369563,0.005086495,0.01324532,0.004961327,0.1187031],"genre_scores_gemma":[0.1908548,0.007990578,0.6964009,0.01144526,0.002056771,0.008713789,0.01349065,0.002317791,0.06672948],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0308019,"threshold_uncertainty_score":0.1495964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5526442682348744,"score_gpt":0.4450703934498033,"score_spread":0.1075738747850711,"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."}}