{"id":"W4382291094","doi":"10.5962/p.361973","title":"The discovery, origins and evolution of SARS-CoV-2 (COVID-19)","year":2021,"lang":"en","type":"article","venue":"Journal and proceedings of the Royal Society of New South Wales","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Chinese Center for Disease Control and Prevention; McMaster University","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Sars virus; Pandemic; Betacoronavirus; Coronavirus; Geography; Biology; Medicine; Outbreak; Infectious disease (medical specialty)","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":[0.002496754,0.0004713004,0.0004438182,0.002010884,0.0008012991,0.003314733,0.0005822009,0.00177317,0.001642211],"category_scores_gemma":[0.004400249,0.0006077549,0.0005606437,0.001189355,0.002039414,0.001635453,0.00198479,0.003498656,0.0007151701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190814,"about_ca_system_score_gemma":0.0014527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005193661,"about_ca_topic_score_gemma":0.003001954,"domain_scores_codex":[0.9988647,0.0001989108,0.00009383794,0.0002837103,0.0003085805,0.0002503037],"domain_scores_gemma":[0.9975628,0.0007490425,0.0005168808,0.0002672214,0.0005371999,0.0003668954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001807473,0.0004940113,0.3009796,0.0006423611,0.0002707041,0.0157456,0.005188802,0.00254177,0.1667828,0.08648831,0.01104114,0.4080175],"study_design_scores_gemma":[0.0001164585,0.001084929,0.4271404,0.001103039,0.0001989456,0.03027356,0.004210741,0.005842939,0.04183168,0.02120192,0.4667503,0.0002450882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871371,0.04714995,0.01223599,0.02385661,0.002048997,0.0001434048,0.0009677346,0.0001100968,0.04211619],"genre_scores_gemma":[0.9620365,0.01531287,0.01025745,0.004122049,0.0008484918,0.00002705899,0.0007162264,0.00005603118,0.006623342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005193661,"threshold_uncertainty_score":0.01589555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04846053202427967,"score_gpt":0.3180183853102356,"score_spread":0.2695578532859559,"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."}}