{"id":"W3180774728","doi":"10.1001/jamahealthforum.2021.1529","title":"Changes in Short-term, Long-term, and Preventive Care Delivery in US Office-Based and Telemedicine Visits During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"JAMA Health Forum","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pandemic; Medicine; Telemedicine; Coronavirus disease 2019 (COVID-19); Ambulatory; Family medicine; Ambulatory care; Index (typography); Long-term care; Medical emergency; Emergency medicine; Pediatrics; Health care; Disease; Nursing; Infectious disease (medical specialty); Geography; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307248,0.0002140336,0.0005013478,0.0003180574,0.0002087195,0.00002042408,0.0000643153,0.0001175649,0.00006107458],"category_scores_gemma":[0.0002516992,0.0001676293,0.000029494,0.0004120442,0.00008049806,0.00009582387,0.00008619759,0.000465908,0.00000102145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005749204,"about_ca_system_score_gemma":0.0009657489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474149,"about_ca_topic_score_gemma":0.09115192,"domain_scores_codex":[0.997658,0.0002643743,0.0006115208,0.0004581115,0.0003284299,0.0006795583],"domain_scores_gemma":[0.9987364,0.00032668,0.0001272591,0.0002544929,0.00009619311,0.0004590099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003929972,0.00005995577,0.9375657,0.003186895,0.00001603373,0.0003204647,0.003097618,0.000002023742,0.0003157822,0.000007098345,0.000250634,0.0547848],"study_design_scores_gemma":[0.008020982,0.0006948535,0.9834046,0.0007405311,0.00003589658,0.0003049415,0.004772536,0.00003972016,0.0002279068,0.000005918446,0.001624877,0.0001272366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378708,0.01017228,0.0000465009,0.05019825,0.0001100999,0.001498168,0.0000452781,0.0000406584,0.00001798801],"genre_scores_gemma":[0.9648066,0.003428307,0.00007406131,0.03103487,0.0001835329,0.0001194878,0.0002933911,0.00002460412,0.00003518763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08967777,"threshold_uncertainty_score":0.9254322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03785736298996899,"score_gpt":0.3664398893881513,"score_spread":0.3285825263981823,"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."}}