{"id":"W4206158657","doi":"10.2196/preprints.20621","title":"Patient Care During the COVID-19 Pandemic: Use of Virtual Care (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Canada Health Infoway","funders":"","keywords":"Health care; Nursing; General partnership; Pandemic; Telemedicine; Preprint; Videoconferencing; Coronavirus disease 2019 (COVID-19); Medicine; Psychology; Business; Political science; Computer science; World Wide Web; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001917285,0.0003186855,0.0002365953,0.0008111487,0.001652123,0.006091765,0.0004401596,0.001565929,0.1439445],"category_scores_gemma":[0.007468168,0.0002063237,0.000237754,0.001330568,0.001097211,0.002005608,0.00111409,0.001207086,0.05004193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003028618,"about_ca_system_score_gemma":0.002920885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415683,"about_ca_topic_score_gemma":0.02933013,"domain_scores_codex":[0.9984813,0.0004558509,0.00008341786,0.0001036511,0.0007728209,0.0001028904],"domain_scores_gemma":[0.9946113,0.002783645,0.0002354198,0.0003784312,0.001408782,0.0005824058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000005010823,0.000004872689,0.00009940253,0.00003302711,8.91018e-7,0.00002222665,0.00009269355,0.00003511101,0.00005312273,0.00198293,0.984219,0.01345177],"study_design_scores_gemma":[0.00000345101,0.000006797356,0.001337963,0.0001182676,0.000001714831,0.0001166306,0.0003550753,0.0001492212,0.0001670092,0.001115681,0.9966217,0.000006359957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002949828,0.005234261,0.006079636,0.1045409,0.05853964,0.0002067209,0.004802195,0.004113072,0.8135337],"genre_scores_gemma":[0.04557936,0.01066189,0.007340994,0.02043438,0.02427374,0.0002054904,0.005874871,0.003827694,0.8818015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1439445,"threshold_uncertainty_score":0.4815423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022468618137331,"score_gpt":0.3782572371906178,"score_spread":0.2760103753768847,"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."}}