{"id":"W3120094206","doi":"10.15273/dmj.vol47no1.10728","title":"Editor's Message, Covid-19: A look back, one year into the 2020 pandemic","year":2021,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); History; Virology; Medicine; Internal medicine; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002491974,0.0002438535,0.0005790425,0.0001064501,0.0004674105,0.0001062115,0.0003963844,0.0003967983,0.01707799],"category_scores_gemma":[0.01373053,0.0001601542,0.0002570696,0.0005017724,0.0002886952,0.0001057127,0.0002245171,0.002530905,0.0005735721],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005497189,"about_ca_system_score_gemma":0.01345198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002650431,"about_ca_topic_score_gemma":0.0004389002,"domain_scores_codex":[0.9954568,0.0004011936,0.0007254059,0.0003708986,0.00234697,0.0006987841],"domain_scores_gemma":[0.9940544,0.000994696,0.0002014038,0.000523998,0.0003391018,0.00388639],"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":[0.0004675218,0.0004969446,0.02791547,0.0005203969,0.0003251226,0.006147202,0.006737552,0.000005230309,0.0006398252,0.000128861,0.9119685,0.04464737],"study_design_scores_gemma":[0.00362571,0.0002951465,0.01060396,0.0004635368,0.000179998,0.004444639,0.001085645,0.00007250338,0.00007675752,0.000831822,0.9781187,0.0002016091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07077628,0.007398568,0.008054567,0.8989027,0.01029518,0.0005593033,0.00002090304,0.0002094665,0.00378308],"genre_scores_gemma":[0.3546462,0.02015883,0.001983362,0.4901189,0.1249217,0.00002844283,0.0001031161,0.0001729218,0.007866412],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4087837,"threshold_uncertainty_score":0.9997703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277984001657135,"score_gpt":0.3746842331228626,"score_spread":0.3319043931062912,"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."}}