{"id":"W4317895790","doi":"10.1370/afm.21.s1.3819","title":"Are Virtual Visits in Primary Care Associated with More Emergency Department Use?","year":2023,"lang":"en","type":"article","venue":"","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Context (archaeology); Primary care; Pandemic; Family medicine; Population; Emergency medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Pediatrics; Internal medicine; Nursing; Disease; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006042203,0.0001564951,0.0002502564,0.0005500682,0.0005801801,0.0008676018,0.0007348501,0.0008612679,0.005195009],"category_scores_gemma":[0.00480103,0.000239693,0.0008854289,0.00194452,0.0005635163,0.0005666688,0.0006384733,0.0008495459,0.0003819054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002647491,"about_ca_system_score_gemma":0.003676804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4610014,"about_ca_topic_score_gemma":0.5477443,"domain_scores_codex":[0.9990088,0.0001298341,0.00009191176,0.0002465802,0.0001753298,0.0003475604],"domain_scores_gemma":[0.9946708,0.0005801483,0.003059093,0.0002349053,0.0004202767,0.001034786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004941208,0.00001665376,0.9960103,0.00004216037,0.00005421357,0.00004345971,0.000140893,0.00002549133,0.00002655836,0.00003496238,0.002596979,0.000958927],"study_design_scores_gemma":[0.000007468115,0.000009352084,0.9992239,0.00002803409,0.00001551458,0.00004515587,0.0002483042,0.00004206133,0.000008956885,0.00002015447,0.0003486889,0.000002373028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654198,0.00131601,0.000124895,0.004614775,0.00009216826,0.00004642527,0.02480943,0.00002052093,0.00355601],"genre_scores_gemma":[0.9959365,0.0002842738,0.00008023359,0.0004449672,0.00005902827,0.0000297437,0.00290394,0.000003809565,0.0002574973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4610014,"threshold_uncertainty_score":0.9166361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06394972779283802,"score_gpt":0.362987611532016,"score_spread":0.2990378837391779,"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."}}