{"id":"W4320914279","doi":"10.2196/41066","title":"Telenursing and Telemonitoring During and Beyond the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Iproceedings","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Context (archaeology); Medicine; Telemedicine; Telehealth; Qualitative research; Coronavirus disease 2019 (COVID-19); Health care; Disease; Nursing; Gerontology; Medical emergency; Sociology; Infectious disease (medical specialty); Political science; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004871566,0.0001306912,0.0001359294,0.0001274076,0.0006193045,0.00005904411,0.0001051817,0.00008415377,0.0000351224],"category_scores_gemma":[0.00009658086,0.0001045042,0.00002202113,0.0003217046,0.0001332017,0.0001037938,0.0001025355,0.000222084,0.00004027527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768186,"about_ca_system_score_gemma":0.000054779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004217603,"about_ca_topic_score_gemma":0.00001708395,"domain_scores_codex":[0.9989091,0.00001538858,0.0001677428,0.0003502376,0.000138537,0.0004190485],"domain_scores_gemma":[0.9993498,0.000229368,0.00006021973,0.0001021227,0.00001647693,0.00024201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270798,0.00002310329,0.9022555,0.000404686,0.0000291844,0.00003097855,0.04030069,6.370096e-7,0.009316328,0.001946611,0.006181122,0.03938404],"study_design_scores_gemma":[0.002623025,0.0002074864,0.7765641,0.00008434858,0.00005901113,0.0009091197,0.04449039,0.00006226796,0.0005793747,0.004295097,0.1696299,0.0004958634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913064,0.0008109178,0.00000557914,0.004210953,0.0006118325,0.0002323304,0.000004883981,0.000282421,0.00253473],"genre_scores_gemma":[0.995536,0.0003329079,0.00001926256,0.002422184,0.0003462961,0.00003753198,0.000001646895,0.00002394465,0.00128027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634488,"threshold_uncertainty_score":0.4763252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09954710958661746,"score_gpt":0.422779925922685,"score_spread":0.3232328163360676,"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."}}