{"id":"W3035608132","doi":"10.1017/cem.2020.406","title":"“Once more unto the breach, dear friends” – Reflections on the novel coronavirus disease and emergency medicine in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Emergency Physicians; University of Manitoba","funders":"","keywords":"Content (measure theory); Action (physics); Coronavirus; Coronavirus disease 2019 (COVID-19); Medicine; Internet privacy; Disease; Computer science; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01074365,0.0004313362,0.0009089871,0.001050756,0.03122423,0.01381116,0.003967,0.01577484,0.01802981],"category_scores_gemma":[0.02684314,0.0008059688,0.0009518031,0.001960409,0.02439118,0.007670541,0.008847427,0.03837043,0.001513484],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1534045,"about_ca_system_score_gemma":0.284793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811148,"about_ca_topic_score_gemma":0.9928408,"domain_scores_codex":[0.9892818,0.00220744,0.0003851542,0.0008778691,0.003327571,0.003920195],"domain_scores_gemma":[0.9523866,0.0088646,0.001374956,0.0004858074,0.01092462,0.0259633],"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":[0.00009968571,0.00009217548,0.006460614,0.000324821,0.00004629092,0.001886798,0.03949855,0.0002668379,0.0003905411,0.0205045,0.8963407,0.03408849],"study_design_scores_gemma":[0.0000890841,0.0000648862,0.0215758,0.001441567,0.00004356162,0.0009486124,0.1407919,0.000310967,0.0001980285,0.01134132,0.8229009,0.0002933344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002744952,0.004178773,0.00005968302,0.9855254,0.002760789,0.000007674301,0.00003874766,0.000007390924,0.004676582],"genre_scores_gemma":[0.1365276,0.02126878,0.0005108438,0.8209101,0.004645784,0.00003613611,0.00009592687,0.0001072717,0.01589755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8465955,"threshold_uncertainty_score":0.9819308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.215668595637858,"score_gpt":0.4175542695515886,"score_spread":0.2018856739137306,"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."}}