{"id":"W4297198659","doi":"10.3390/healthcare10101847","title":"How Has COVID-19 Changed the Way We Do Virtual Care? A Scoping Review Protocol","year":2022,"lang":"en","type":"review","venue":"Healthcare","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Telemedicine; Checklist; Protocol (science); Modalities; Coronavirus disease 2019 (COVID-19); Data extraction; Health care; Pandemic; Psychological intervention; MEDLINE; Telehealth; Medicine; Computer science; Psychology; Nursing; Alternative medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001561579,0.0006735859,0.002939172,0.0003264587,0.001090256,0.00008032179,0.0004158845,0.0002645472,0.001804604],"category_scores_gemma":[0.001160237,0.0004237689,0.0005441568,0.00114172,0.00011704,0.000077985,0.0002185499,0.001633897,0.00003713055],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747668,"about_ca_system_score_gemma":0.01088067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004594008,"about_ca_topic_score_gemma":0.0005338835,"domain_scores_codex":[0.9938977,0.00157417,0.001547162,0.00089258,0.001216335,0.0008720225],"domain_scores_gemma":[0.9956824,0.0006636549,0.001313077,0.00124754,0.0001829705,0.000910376],"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":[0.00001453923,0.0000144377,0.000007688844,0.4695048,0.00003056179,0.00005420815,0.0008073931,3.839464e-9,5.742728e-9,0.0000446841,0.01778826,0.5117334],"study_design_scores_gemma":[0.0008944656,0.0009361749,0.000001279847,0.2624111,0.0005575782,0.000349293,0.001675798,1.147443e-7,8.061177e-8,0.00000451765,0.7329332,0.0002363335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.448406e-8,0.6130747,0.00001439614,0.1095021,0.0002563132,0.2768502,0.0001281544,0.0001201782,0.00005400124],"genre_scores_gemma":[6.483552e-7,0.6044054,0.00003843816,0.02220499,0.0008303816,0.3713203,0.0009907492,0.00008563953,0.0001234095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.715145,"threshold_uncertainty_score":0.9998214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3558292497566488,"score_gpt":0.5325014819539062,"score_spread":0.1766722321972574,"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."}}