{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001371924,0.0001723979,0.0002008846,0.001111608,0.0003582836,0.0007438961,0.0004719956,0.0006401983,0.001179597],"category_scores_gemma":[0.008143999,0.0002080332,0.0004346059,0.001699034,0.0003383578,0.0008427611,0.0008199384,0.0006932277,0.0001764942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329114,"about_ca_system_score_gemma":0.001079433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0319838,"about_ca_topic_score_gemma":0.05227058,"domain_scores_codex":[0.9983402,0.0005147193,0.0002397329,0.0002237188,0.0003447344,0.0003367955],"domain_scores_gemma":[0.994476,0.0008002682,0.00330916,0.0002025228,0.0006554302,0.0005566321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005405789,0.00004249058,0.9968833,0.00001427752,0.00002812401,0.00003151693,0.0003401417,0.0000794692,0.0001167275,0.00002704159,0.0003639991,0.0020188],"study_design_scores_gemma":[0.000001227586,0.0000217239,0.9991974,0.000008616038,0.000002903206,0.00003735141,0.0004155545,0.0001386766,0.00002576322,0.000007587872,0.0001407179,0.000002469951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971066,0.0002207181,0.0001237478,0.0002694566,0.000009745469,0.00002183994,0.00153559,0.000009445145,0.0007028508],"genre_scores_gemma":[0.9981114,0.0001055636,0.0001339687,0.000106304,0.00001246878,0.00002623897,0.001387198,0.000004088518,0.0001126732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0319838,"threshold_uncertainty_score":0.06359524,"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."}}