{"id":"W3013371033","doi":"10.2196/18810","title":"Global Telemedicine Implementation and Integration Within Health Systems to Fight the COVID-19 Pandemic: A Call to Action","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Pandemic; Context (archaeology); Public health; Medicine; Health care; Outbreak; Medical emergency; Business; Public relations; Coronavirus disease 2019 (COVID-19); Political science; Nursing; Disease; Geography; Infectious disease (medical specialty); Virology","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":[0.0389773,0.001078723,0.00118866,0.002504742,0.002465757,0.01336737,0.004274225,0.01566173,0.01014554],"category_scores_gemma":[0.04128829,0.0005323222,0.002652898,0.003294224,0.008442717,0.02495511,0.009035471,0.01395972,0.001952844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00956135,"about_ca_system_score_gemma":0.04742794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009535875,"about_ca_topic_score_gemma":0.007994818,"domain_scores_codex":[0.9771991,0.0148218,0.00102339,0.001103085,0.002890694,0.002961997],"domain_scores_gemma":[0.9422848,0.03453303,0.004122143,0.002185319,0.008899579,0.007975154],"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":[0.0001793652,0.0004036475,0.005542547,0.01217852,0.0001989021,0.0006657643,0.01007453,0.002115922,0.001310916,0.1319764,0.2279797,0.6073737],"study_design_scores_gemma":[0.0001384303,0.000657102,0.01055885,0.03261138,0.0002415044,0.0005822132,0.02495224,0.002199025,0.001121645,0.07030609,0.8564374,0.0001941383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003571031,0.05707558,0.008161789,0.9159158,0.004291658,0.0001538746,0.0001388174,0.0002659293,0.01042549],"genre_scores_gemma":[0.1860649,0.2451246,0.05296017,0.4986226,0.008216788,0.0009618256,0.0008560644,0.0002570232,0.006936083],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0389773,"threshold_uncertainty_score":0.2061342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330678009579599,"score_gpt":0.4484124109268609,"score_spread":0.315344609968901,"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."}}