{"id":"W3013013876","doi":"10.34172/ijoem.2020.1977","title":"Preparedness and Lessons Learned from the Novel Coronavirus Disease","year":2020,"lang":"en","type":"article","venue":"The International Journal of Occupational and Environmental Medicine","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Physiotherapy Association; University of Manitoba","funders":"","keywords":"Pandemic; Preparedness; Coronavirus disease 2019 (COVID-19); Outbreak; Middle East respiratory syndrome; Coronavirus; Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Global health; 2019-20 coronavirus outbreak; Disease; Middle East respiratory syndrome coronavirus; Medicine; Political science; Medical emergency; Geography; Virology; Infectious disease (medical specialty); Pathology","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":[0.008332905,0.0005935896,0.0006470134,0.001106764,0.001568443,0.003615787,0.0013885,0.003063067,0.008930671],"category_scores_gemma":[0.01843676,0.0002404617,0.0006188095,0.0006875945,0.003865432,0.006311828,0.003334813,0.007827497,0.00177825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610827,"about_ca_system_score_gemma":0.004986041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051258,"about_ca_topic_score_gemma":0.006786036,"domain_scores_codex":[0.9967425,0.001950472,0.0001802088,0.0002823345,0.0005781063,0.0002663714],"domain_scores_gemma":[0.9893723,0.005423316,0.0004961516,0.0006176162,0.001827129,0.002263425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001999162,0.0006642003,0.008324564,0.003874299,0.0001551759,0.002101165,0.01568714,0.001363712,0.001264589,0.06650162,0.3358278,0.5640359],"study_design_scores_gemma":[0.00005099931,0.000422503,0.009399035,0.007568971,0.00007556339,0.00215606,0.04123082,0.000584935,0.0009299053,0.1512081,0.7862283,0.0001448629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01299622,0.09877519,0.004453265,0.8512806,0.01440752,0.0000457154,0.0002241207,0.0000924952,0.01772491],"genre_scores_gemma":[0.3556836,0.3213352,0.0224953,0.2448406,0.03107812,0.0002066986,0.0004986975,0.0001346832,0.02372703],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008930671,"threshold_uncertainty_score":0.04406917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5090680113664506,"score_gpt":0.4676378239505425,"score_spread":0.04143018741590815,"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."}}