{"id":"W3012018461","doi":"10.1186/s13054-020-2824-8","title":"Coronavirus: just imagine…","year":2020,"lang":"en","type":"article","venue":"Critical Care","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Pandemic; Virology; Medical emergency; Outbreak; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005107937,0.001154074,0.0007470239,0.001074599,0.002569758,0.006958861,0.001219607,0.007788945,0.0163036],"category_scores_gemma":[0.01840443,0.0003923807,0.0006322273,0.0006993621,0.006214188,0.0186155,0.004373763,0.01364593,0.008593891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442159,"about_ca_system_score_gemma":0.002308063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002662458,"about_ca_topic_score_gemma":0.003197216,"domain_scores_codex":[0.9963753,0.001676915,0.0002276835,0.0004263427,0.0009561548,0.000337662],"domain_scores_gemma":[0.9936464,0.00180973,0.0006218005,0.0004132536,0.001813541,0.001695398],"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":[0.0001413007,0.00007231335,0.004665409,0.0006164463,0.0000996185,0.0008881234,0.002406326,0.0001123304,0.0004246715,0.0516292,0.8686149,0.07032937],"study_design_scores_gemma":[0.00002844095,0.00011862,0.002477784,0.001802031,0.0000532006,0.003772347,0.009375857,0.0001783276,0.0002372247,0.1142335,0.8676553,0.00006724378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002505865,0.03716916,0.00265475,0.9073341,0.03021518,0.00002133376,0.0002428883,0.0001548868,0.01970175],"genre_scores_gemma":[0.09566859,0.09838019,0.009131976,0.6937146,0.06716364,0.0000932862,0.0006813268,0.0002498695,0.03491661],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0163036,"threshold_uncertainty_score":0.05454099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6337296446615829,"score_gpt":0.5411483403065009,"score_spread":0.09258130435508194,"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."}}