{"id":"W3139447945","doi":"10.9778/cmajo.20200290","title":"Development of the Canadian COVID-19 Emergency Department Rapid Response Network population-based registry: a methodology study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Université de Montréal; University of Manitoba; Université Laval; Vancouver Coastal Health Research Institute; Centre hospitalier de l'Université Laval; McMaster University; Lions Gate Hospital; Hamilton Health Sciences; Hôpital du Sacré-Cœur de Montréal; Centre de Recherche en Sciences Animales de Deschambault; Health Sciences North; McGill University; London Health Sciences Centre; University of Saskatchewan; Queen Elizabeth II Health Sciences Centre; St. Michael's Hospital; North York General Hospital; Queen's University; Health Sciences Centre; University of Calgary; Rockyview General Hospital; University Health Network; University of Alberta; Foothills Medical Centre; Vancouver Coastal Health; Surrey Memorial Hospital; University of British Columbia; Kingston Health Sciences Centre; Royal Columbian Hospital; Abbotsford Veterinary Clinic; Ottawa Hospital; University of Ottawa; Dalhousie University; University of Toronto; Western University; Jewish General Hospital; Sunnybrook Health Science Centre; McGill University Health Centre; Manitoba Health","funders":"","keywords":"Medicine; Emergency department; Population; Medical emergency; Pandemic; Disease registry; Emergency medicine; Health care; Clinical trial; Family medicine; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Pathology; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.140536,0.001210644,0.001048847,0.007074127,0.004861407,0.003376043,0.005301852,0.001090493,0.003841343],"category_scores_gemma":[0.1200778,0.00108685,0.001725991,0.01114977,0.002026606,0.00174938,0.003565525,0.001326556,0.0009552295],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04170942,"about_ca_system_score_gemma":0.1251073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7631701,"about_ca_topic_score_gemma":0.7430189,"domain_scores_codex":[0.9038405,0.05551387,0.008270387,0.005770118,0.02269807,0.003907065],"domain_scores_gemma":[0.893881,0.02135202,0.01574369,0.01702381,0.04818487,0.00381467],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001013043,0.001642684,0.8979333,0.0009737611,0.000531533,0.0004624778,0.005916739,0.00217749,0.0006265735,0.00674195,0.01524541,0.06673493],"study_design_scores_gemma":[0.001762551,0.00287488,0.9230484,0.0009408037,0.0005958596,0.0005912612,0.009020612,0.009399503,0.001728838,0.001076942,0.04867413,0.0002860336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5829071,0.001416527,0.08512393,0.003898333,0.0003133286,0.2685869,0.04120389,0.0004015014,0.01614848],"genre_scores_gemma":[0.5989544,0.001058642,0.1660794,0.002775731,0.0002421621,0.2038499,0.02430096,0.0002035883,0.002535276],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9582906,"threshold_uncertainty_score":0.7432343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2723194257281193,"score_gpt":0.479909911633124,"score_spread":0.2075904859050046,"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."}}