{"id":"W4285386399","doi":"10.21203/rs.3.rs-1788306/v1","title":"Utility of eConsults for COVID-19 Vaccine-Related Concerns in Ontario: A Cross-Sectional Review","year":2022,"lang":"en","type":"review","venue":"Research Square","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; University of Ottawa; Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Cross-sectional study; Virology; Medicine; Environmental health; Outbreak; Infectious disease (medical specialty); Disease; Pathology","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":[0.008844099,0.0005160969,0.001622988,0.01060586,0.0007335609,0.001885697,0.001264456,0.0008430033,0.002260563],"category_scores_gemma":[0.04415678,0.0006428365,0.002332541,0.01485802,0.001270199,0.001269202,0.001102531,0.0005288916,0.000139852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0185939,"about_ca_system_score_gemma":0.03447643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5057837,"about_ca_topic_score_gemma":0.7374403,"domain_scores_codex":[0.992827,0.001555463,0.002255104,0.0005610507,0.002497502,0.0003037728],"domain_scores_gemma":[0.9380268,0.0306973,0.01718802,0.0006598246,0.01254283,0.0008853207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.000843048,0.000105092,0.2039564,0.4786275,0.005684592,0.0006768392,0.006755698,0.000282584,0.0006137202,0.0006472099,0.01162909,0.2901782],"study_design_scores_gemma":[0.0001983859,0.0004765602,0.6387328,0.2728619,0.01230113,0.001184027,0.004674249,0.0003150652,0.000425152,0.0001481886,0.06857737,0.0001051178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03118381,0.9628878,0.0001369776,0.0008311094,0.0001002833,0.0002324226,0.002612057,0.0000108152,0.002004679],"genre_scores_gemma":[0.2320173,0.7639722,0.0006068284,0.0008363801,0.0001081285,0.0003263286,0.00174235,0.0000124823,0.0003780335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4942163,"threshold_uncertainty_score":0.9942536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3528543795030239,"score_gpt":0.511039394006587,"score_spread":0.1581850145035631,"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."}}