{"id":"W3187305604","doi":"10.1177/10499091211036698","title":"Harnessing New and Existing Virtual Platforms to Meet the Demand for Increased Inpatient Palliative Care Services During the COVID-19 Pandemic: A 5 Key Themes Literature Review of the Characteristics and Barriers of These Evolving Technologies","year":2021,"lang":"en","type":"review","venue":"American Journal of Hospice and Palliative Medicine®","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Palliative care; Pandemic; Inpatient care; Coronavirus disease 2019 (COVID-19); Medicine; Nursing; Medical emergency; Health care; Political science","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":[0.00588924,0.0007145318,0.0009440238,0.005826348,0.0009981471,0.005100493,0.001046289,0.00157887,0.004389274],"category_scores_gemma":[0.02019574,0.0004748493,0.00158756,0.005751144,0.001214736,0.005521326,0.00261309,0.001892936,0.0007407678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953877,"about_ca_system_score_gemma":0.0131143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005878596,"about_ca_topic_score_gemma":0.01296023,"domain_scores_codex":[0.9953378,0.002047069,0.0009144112,0.0002789098,0.001144269,0.0002774399],"domain_scores_gemma":[0.985027,0.01119914,0.001039083,0.0001581815,0.002335054,0.0002415401],"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":[0.00008378018,0.00005741223,0.002046632,0.250815,0.0003584981,0.0009926999,0.01310576,0.0005842751,0.001060641,0.02673078,0.02993332,0.6742312],"study_design_scores_gemma":[0.00001696995,0.000134215,0.00351792,0.3086689,0.0007219811,0.001139406,0.01593522,0.0002505925,0.0005503278,0.004328123,0.6646859,0.00005047373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004379457,0.9649714,0.002290107,0.01219358,0.0008726905,0.0004607713,0.0003842532,0.00003545289,0.0144123],"genre_scores_gemma":[0.01740312,0.975266,0.002993901,0.002532884,0.0002103661,0.0003177343,0.0001749634,0.00001831258,0.001082711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00588924,"threshold_uncertainty_score":0.03114563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09194108337167727,"score_gpt":0.4187636438878011,"score_spread":0.3268225605161239,"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."}}