{"id":"W3154623839","doi":"10.2196/27877","title":"Best Practices for Integrating Medical Students Into Telehealth Visits","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Health care; Health care delivery; MEDLINE; Medical education; 2019-20 coronavirus outbreak; Telemedicine; Nursing; Medical emergency; Political science","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001716402,0.0001813527,0.0003762132,0.0001466139,0.0002064829,0.00005081394,0.00024397,0.0002773865,0.002599118],"category_scores_gemma":[0.01795803,0.0001528078,0.00008056669,0.0004406764,0.00006212496,0.0001922684,0.00008165362,0.0005655729,0.00006030773],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471468,"about_ca_system_score_gemma":0.01153186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000706764,"about_ca_topic_score_gemma":0.0009318578,"domain_scores_codex":[0.9956063,0.0001525535,0.0008187158,0.0004555187,0.002562398,0.0004044809],"domain_scores_gemma":[0.9967681,0.0005343821,0.0005006032,0.0003013047,0.0006678164,0.00122782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000130474,0.002586286,0.06254099,0.001160762,0.00006147527,0.00004209477,0.002774972,1.519706e-8,0.0001293788,0.001066197,0.06971092,0.8597964],"study_design_scores_gemma":[0.007889518,0.001987253,0.05830927,0.002748698,0.0002746419,0.0009748868,0.02439526,0.000580416,0.0008338808,0.000851334,0.9007734,0.0003814306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083482,0.001020526,0.001965311,0.1833533,0.001805131,0.001653368,0.000003793874,0.0001049269,0.001745436],"genre_scores_gemma":[0.9027754,0.0007541331,0.01117171,0.07332716,0.005563224,0.001579866,0.001445876,0.00006602974,0.003316628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.859415,"threshold_uncertainty_score":0.9983127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741081120085792,"score_gpt":0.5209791480300793,"score_spread":0.4735683368292213,"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."}}