{"id":"W3125317525","doi":"10.1038/s41598-020-80573-x","title":"Predicting mammalian species at risk of being infected by SARS-CoV-2 from an ACE2 perspective","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perspective (graphical); 2019-20 coronavirus outbreak; Sars virus; Pandemic; Betacoronavirus; Coronavirus Infections; Virology; Biology; Computational biology; Medicine; Computer science; Disease; Internal medicine; Outbreak; Artificial intelligence; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003817284,0.0004293681,0.0003948464,0.001637839,0.000337306,0.0006726746,0.0002343569,0.0004979325,0.001956671],"category_scores_gemma":[0.0009146843,0.0001403923,0.000591617,0.0007287762,0.0002238611,0.0006051253,0.0006149433,0.0003652975,0.0007980795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565796,"about_ca_system_score_gemma":0.0001858261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165714,"about_ca_topic_score_gemma":0.002208356,"domain_scores_codex":[0.9998237,0.00004151889,0.00001520913,0.00005964653,0.00002304927,0.00003689855],"domain_scores_gemma":[0.9994561,0.0001140461,0.0001942993,0.0000305864,0.00007842373,0.0001264947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003147293,0.00004518505,0.959484,0.0001207571,0.0002280688,0.0008667743,0.0001746878,0.00285374,0.02279952,0.0003287873,0.0009659459,0.01181777],"study_design_scores_gemma":[0.00001304585,0.0002788604,0.9599937,0.00006345024,0.0002524212,0.004055558,0.001224914,0.02433054,0.002613554,0.001506333,0.005641998,0.00002560443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919802,0.0007944976,0.003396129,0.0001785573,0.00001515447,0.00001735471,0.001777639,0.00006888133,0.00177156],"genre_scores_gemma":[0.9908,0.0004923723,0.004718846,0.00007841924,0.00003678466,0.00001021526,0.003529778,0.00002175162,0.0003119336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001956671,"threshold_uncertainty_score":0.006545722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097165250472503,"score_gpt":0.3328348696987309,"score_spread":0.3018632171940058,"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."}}