{"id":"W6976646808","doi":"10.60692/0ca89-c7t13","title":"Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Pandemic; Coronavirus; Coronavirus disease 2019 (COVID-19); Workflow; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infectious disease (medical specialty)","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":[0.003317767,0.001787318,0.001239255,0.001447176,0.0008476029,0.002423362,0.001885917,0.001292014,0.01257865],"category_scores_gemma":[0.009609034,0.0005936564,0.0012175,0.001468225,0.0005061783,0.002145091,0.00205065,0.001850178,0.00395604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007197614,"about_ca_system_score_gemma":0.00255465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004769574,"about_ca_topic_score_gemma":0.007130842,"domain_scores_codex":[0.9991345,0.0004481081,0.00007038892,0.0001058088,0.0001764956,0.00006467164],"domain_scores_gemma":[0.9967595,0.002096615,0.000140381,0.0002825845,0.0004374104,0.0002836069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007253252,0.0006020315,0.01072742,0.003016195,0.001041408,0.0006697748,0.0005978023,0.4740519,0.007354958,0.09844875,0.146859,0.2559055],"study_design_scores_gemma":[0.0002271671,0.00008900742,0.0006002226,0.0001994353,0.0001009186,0.0000821317,0.0001272526,0.8912058,0.002178375,0.06057581,0.0445727,0.00004115832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.04190616,0.008611761,0.8560483,0.009747071,0.001729788,0.0005756784,0.008239659,0.04692402,0.02621761],"genre_scores_gemma":[0.1570496,0.004977743,0.8149625,0.001088238,0.0003200141,0.000964185,0.01124062,0.004528627,0.0048686],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01257865,"threshold_uncertainty_score":0.04207975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3471132707265696,"score_gpt":0.4147785536890375,"score_spread":0.06766528296246788,"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."}}