{"id":"W4307033498","doi":"10.2196/40469","title":"Visit Types in Primary Care With Telehealth Use During the COVID-19 Pandemic: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; NSW Ministry of Health; Macquarie University","keywords":"Telehealth; Medicine; CINAHL; Pandemic; Telemedicine; Critical appraisal; MEDLINE; Grading (engineering); Family medicine; Health care; Systematic review; Primary care; Coronavirus disease 2019 (COVID-19); Nursing; Psychological intervention; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002023789,0.0005197655,0.003563912,0.0003793353,0.0002391505,0.00003307732,0.0004952713,0.0002857267,0.0006949718],"category_scores_gemma":[0.001185784,0.0002653003,0.0002544962,0.001122033,0.0001284103,0.000198847,0.0002173472,0.002020638,0.00004368465],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002401329,"about_ca_system_score_gemma":0.005937609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009406382,"about_ca_topic_score_gemma":0.00009666738,"domain_scores_codex":[0.9929826,0.0005374285,0.003428929,0.0002406613,0.002198868,0.0006115528],"domain_scores_gemma":[0.9952993,0.001343468,0.001536314,0.0008837781,0.00008153783,0.0008555711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001907868,0.00003722144,0.0003279474,0.9083417,0.0001115051,0.0001206383,0.002194528,1.098656e-7,7.132464e-10,0.00001269496,0.001196641,0.08763794],"study_design_scores_gemma":[0.0009534835,0.0002168275,0.00002960431,0.3610847,0.001231217,0.002451875,0.001298851,0.000003581631,2.696771e-9,7.489945e-7,0.6325415,0.0001875433],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009581345,0.9866912,0.00002722043,0.0005024897,0.0001054133,0.01195632,0.00007184998,0.0001395637,0.000410133],"genre_scores_gemma":[0.000007031636,0.9645255,0.0001526269,0.03000581,0.0001399851,0.002945141,0.002027983,0.00005848464,0.0001373961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6313449,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08770216580148038,"score_gpt":0.423034822482727,"score_spread":0.3353326566812466,"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."}}