{"id":"W4283744191","doi":"10.1177/08404704221107362","title":"Future of digital health and community care: Exploring intended positive impacts and unintended negative consequences of COVID-19","year":2022,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Native Health Society; Positive Living Society of British Columbia; University of British Columbia","funders":"","keywords":"Digitization; Health care; Digital health; Equity (law); Unintended consequences; Public relations; Telehealth; Political science; Health equity; Work (physics); Business; Telemedicine; Computer science","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":[0.004014564,0.0005685475,0.001007451,0.003815715,0.0009306942,0.003515001,0.0008768996,0.002906684,0.003293284],"category_scores_gemma":[0.007851765,0.0002962982,0.0007519417,0.003591876,0.002634369,0.005594258,0.002028933,0.003474501,0.000510564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003494966,"about_ca_system_score_gemma":0.008757769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005686414,"about_ca_topic_score_gemma":0.01026919,"domain_scores_codex":[0.9979904,0.0009591453,0.0001962031,0.0001566768,0.0005573917,0.0001402135],"domain_scores_gemma":[0.9916896,0.006821204,0.0004098828,0.000142217,0.0007503508,0.0001867778],"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":[0.00003888231,0.00005210492,0.0003919656,0.03283739,0.0001092602,0.0001404219,0.001539969,0.0003952474,0.0002376532,0.09473202,0.01369345,0.8558317],"study_design_scores_gemma":[0.00001246856,0.0000866512,0.001295663,0.05728386,0.0001501124,0.0007205373,0.002228254,0.0001703219,0.0003460324,0.01555963,0.9221081,0.00003838093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002480096,0.9938592,0.0001639339,0.002808873,0.0002082299,0.000008962595,0.000008374876,0.000003098122,0.002691311],"genre_scores_gemma":[0.004343481,0.9936452,0.0003308482,0.001206318,0.000147704,0.00001508757,0.00001106405,0.000002240049,0.0002981309],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005686414,"threshold_uncertainty_score":0.02535784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1386131718707896,"score_gpt":0.3759536971028284,"score_spread":0.2373405252320388,"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."}}