{"id":"W3087510440","doi":"10.1111/ctr.14062","title":"Necessity is the mother of invention: Rapid implementation of virtual health care in response to the COVID‐19 pandemic in a lung transplant clinic","year":2020,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Studies; Vancouver General Hospital","funders":"","keywords":"Medicine; Health care; Pandemic; Workflow; Telemedicine; Patient satisfaction; Family medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01774579,0.0003325738,0.0002884785,0.0006091911,0.01326743,0.0109205,0.002687225,0.005972843,0.01232707],"category_scores_gemma":[0.05117658,0.0005782876,0.0005754747,0.0006423132,0.005257098,0.006462102,0.008973492,0.01312194,0.0008636724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005795851,"about_ca_system_score_gemma":0.02999765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004882055,"about_ca_topic_score_gemma":0.01593269,"domain_scores_codex":[0.981689,0.01161821,0.000452503,0.000782653,0.001865176,0.003592388],"domain_scores_gemma":[0.9566685,0.01767178,0.00254262,0.001316395,0.002043739,0.01975689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001133657,0.006280322,0.1031788,0.0007373606,0.0001701874,0.01637796,0.1129004,0.001879459,0.004574319,0.08013538,0.2751962,0.397436],"study_design_scores_gemma":[0.0006367451,0.004637372,0.1265187,0.001864376,0.000246116,0.008100719,0.4174413,0.01336825,0.00467638,0.06221138,0.3597032,0.0005954892],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3576223,0.0005257354,0.006301339,0.5994233,0.002934104,0.0002626471,0.00007876586,0.0002740675,0.03257778],"genre_scores_gemma":[0.9393396,0.0005127986,0.007259899,0.04633065,0.0008918351,0.000151128,0.00004838377,0.000164125,0.00530158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01774579,"threshold_uncertainty_score":0.09384984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350123378327618,"score_gpt":0.4822834978270114,"score_spread":0.3472711599942496,"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."}}