{"id":"W3217486817","doi":"10.1136/bmjopen-2021-055781","title":"Public health implications of SARS-CoV-2 variants of concern: a rapid scoping review","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Queen's University; Alberta Health Services; University of Alberta; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; University of Toronto; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Public health; MEDLINE; Data extraction; Systematic review; Family medicine; Meta-analysis; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00194759,0.0001040839,0.0007602798,0.00008157388,0.0000602181,0.00003417737,0.000437633,0.00005012283,0.0001103388],"category_scores_gemma":[0.001328181,0.00009339147,0.0001099061,0.0007744027,0.0000851869,0.0001475817,0.0004519068,0.0001345359,0.00004278437],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007793366,"about_ca_system_score_gemma":0.006513857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005146826,"about_ca_topic_score_gemma":0.0001431858,"domain_scores_codex":[0.9980482,0.0002582691,0.0007217273,0.0003058461,0.0003652219,0.000300768],"domain_scores_gemma":[0.9979218,0.0001424235,0.0003170659,0.0009881863,0.0005799445,0.00005061019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004090715,0.002015543,0.04543895,0.1241433,0.0007759101,0.0001380304,0.001422001,8.162363e-8,0.492842,0.01468192,0.07161986,0.2465134],"study_design_scores_gemma":[0.009349853,0.001419124,0.04134779,0.2308489,0.0002073243,0.0006470796,0.0004145082,0.0000780741,0.4866679,0.0009516674,0.2273679,0.000699929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1009644,0.1805875,0.003046592,0.3030156,0.0005250135,0.08508492,0.0003236038,0.0001694478,0.3262829],"genre_scores_gemma":[0.2544667,0.006363307,0.006260742,0.7279657,0.0003150101,0.004088083,0.0001169122,0.000117928,0.0003055738],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4249501,"threshold_uncertainty_score":0.9991183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5106700781346434,"score_gpt":0.5548009471736594,"score_spread":0.04413086903901597,"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."}}