{"id":"W3009461433","doi":"10.1016/j.eclinm.2020.100289","title":"The coronavirus 2019-nCoV epidemic: Is hindsight 20/20?","year":2020,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Coronavirus disease 2019 (COVID-19); Outbreak; Transmission (telecommunications); Betacoronavirus; China; Virology; Medicine; Pandemic; 2019-20 coronavirus outbreak; Scopus; Environmental health; Geography; MEDLINE; Biology; Disease; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001901491,0.0003311468,0.0008897212,0.00007213083,0.0002565995,0.00003234798,0.000652062,0.0002944706,0.0005022873],"category_scores_gemma":[0.005491923,0.0001937354,0.0003312376,0.0005638867,0.000709762,0.00008175994,0.0002692912,0.001503663,0.003328074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009145602,"about_ca_system_score_gemma":0.0005528173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102267,"about_ca_topic_score_gemma":0.00002858211,"domain_scores_codex":[0.9959608,0.0002027508,0.001178048,0.0007479984,0.001136014,0.000774342],"domain_scores_gemma":[0.9949244,0.003237258,0.0002201838,0.0009930794,0.0002422616,0.0003827865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002397261,0.0002735095,0.120698,0.0001180248,0.0003219339,0.000536654,0.0006592365,2.556152e-7,0.01348765,0.0003451773,0.8052694,0.05589298],"study_design_scores_gemma":[0.004520972,0.001523205,0.007897777,0.0001424553,0.0001511476,0.00005082363,0.0001085503,0.0008544403,0.004314541,0.0006368697,0.9795935,0.0002057214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2714984,0.0198705,0.0007804785,0.6563687,0.001935774,0.002083046,0.0000780283,0.0005322538,0.04685283],"genre_scores_gemma":[0.1601451,0.0004593369,0.0002718752,0.8315213,0.004783487,0.00005531015,0.00002554762,0.00008529401,0.00265269],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1751526,"threshold_uncertainty_score":0.997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1673715181189293,"score_gpt":0.4552389835891315,"score_spread":0.2878674654702021,"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."}}