{"id":"W4395454930","doi":"10.2196/53491","title":"Self-Reported Patient and Provider Satisfaction With Neurology Telemedicine Visits After Rapid Telemedicine Implementation in an Urban Academic Center: Cross-Sectional Survey","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Union Chimique Belge","keywords":"Telemedicine; Cross-sectional study; Preprint; Center (category theory); Medicine; Patient satisfaction; Neurology; Coronavirus disease 2019 (COVID-19); Family medicine; Medical emergency; Nursing; Health care; Computer science; Psychiatry; Internal medicine; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981572,0.0001275691,0.0002774608,0.0007487201,0.0004040002,0.0006627704,0.0003838006,0.0004498806,0.002135611],"category_scores_gemma":[0.004723823,0.0002279803,0.0003578056,0.001150933,0.000361553,0.0007420516,0.000558792,0.0007383269,0.0002537218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006025318,"about_ca_system_score_gemma":0.0004778256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007146171,"about_ca_topic_score_gemma":0.008387196,"domain_scores_codex":[0.998744,0.0004478079,0.000194434,0.0001303609,0.0002858262,0.0001975633],"domain_scores_gemma":[0.9933875,0.001449494,0.003209092,0.000147649,0.0006946641,0.001111646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000383733,0.00009017663,0.9986291,0.000009645974,0.00002208242,0.00003211718,0.0002789903,0.00002537506,0.00004624318,0.00000359107,0.0001132823,0.000710935],"study_design_scores_gemma":[0.000004060194,0.0001628436,0.9985707,0.000004720024,0.000007002645,0.00007440404,0.0009612615,0.0001113338,0.00002082519,0.000002070953,0.00007792004,0.00000284518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993837,0.00004214861,0.00002774407,0.00006573609,0.000001792208,0.00001385703,0.0002350444,0.000002357382,0.000227526],"genre_scores_gemma":[0.9995608,0.00003942238,0.00004885454,0.00006501722,0.000003909044,0.00001366995,0.000180239,0.000001089059,0.00008703917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007146171,"threshold_uncertainty_score":0.01420915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966155128270804,"score_gpt":0.4638911058146698,"score_spread":0.4042295545319617,"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."}}