{"id":"W4317722150","doi":"10.1503/cmaj.212051","title":"Association between virtual primary care and emergency department use during the first year of the COVID-19 pandemic in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Western University","funders":"","keywords":"Emergency department; Medicine; Pandemic; Context (archaeology); Confidence interval; Observational study; Emergency medicine; Coronavirus disease 2019 (COVID-19); Family medicine; Medical emergency; Internal medicine; Disease; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006621381,0.0002902469,0.0003814557,0.0008216203,0.001526595,0.001155999,0.001491063,0.0004555073,0.002293831],"category_scores_gemma":[0.00309318,0.0003784131,0.0007352501,0.002041776,0.0007009472,0.0003845262,0.0008278014,0.0009859364,0.0001308325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02617207,"about_ca_system_score_gemma":0.02363991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918274,"about_ca_topic_score_gemma":0.9937736,"domain_scores_codex":[0.9988607,0.0001062108,0.00008315039,0.0001967722,0.0003684855,0.0003846148],"domain_scores_gemma":[0.9953125,0.0003126131,0.001692069,0.0001279479,0.001321758,0.00123309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003822611,0.00001440507,0.9982951,0.00002054381,0.00003276983,0.00003176148,0.0001802062,0.00006491787,0.00004606282,0.0000248532,0.0005500256,0.0007010843],"study_design_scores_gemma":[0.000003708582,0.00001112856,0.9992936,0.00001382515,0.000009499286,0.00001900978,0.0002806273,0.0001363297,0.00001152636,0.000004854834,0.0002119759,0.000003856275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909694,0.0008775152,0.0001167054,0.0007048232,0.0000241507,0.00003931786,0.005534379,0.00001319439,0.001720604],"genre_scores_gemma":[0.9978922,0.0003237397,0.00008974953,0.00009535292,0.000009433477,0.00001454718,0.001091413,0.000003547108,0.0004800622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02617207,"threshold_uncertainty_score":0.1898925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232616303083,"score_gpt":0.2808223233404116,"score_spread":0.2575606930321116,"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."}}