{"id":"W4404695725","doi":"10.2196/preprints.60574","title":"Characteristics, Barriers, and Facilitators of Virtual Decision-Making Capacity Assessments During the COVID-19 Pandemic: Online Survey (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Medicine; Virology; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001835559,0.0001254969,0.0001848052,0.0007857052,0.0008524318,0.0009761485,0.0004669322,0.0004186426,0.004299796],"category_scores_gemma":[0.009370667,0.0002391103,0.0002747568,0.001410434,0.0004158118,0.0008752904,0.0007911843,0.0004949534,0.0004683528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479146,"about_ca_system_score_gemma":0.003259469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09403978,"about_ca_topic_score_gemma":0.1532012,"domain_scores_codex":[0.9990135,0.0002783102,0.0001537866,0.00008102039,0.0002340248,0.0002393729],"domain_scores_gemma":[0.9918522,0.002614567,0.003002909,0.0001374234,0.0008869508,0.001505978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003928348,0.0001693914,0.9845334,0.00008827083,0.00001149345,0.00008607125,0.006035387,0.00004440984,0.0001057033,0.00003817571,0.00248828,0.00636005],"study_design_scores_gemma":[0.000005645107,0.00009777074,0.9791735,0.00007783552,0.000005649362,0.00005376286,0.01925677,0.0001322508,0.00004170664,0.00001134219,0.001136505,0.000007390945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997362,0.0000649018,0.00004124414,0.0004503338,0.000008750711,0.00008803206,0.0009415566,0.000006440173,0.001036731],"genre_scores_gemma":[0.9969319,0.0002927553,0.0003123296,0.0003822177,0.00001637867,0.0002141509,0.0009714849,0.000003428357,0.0008753105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09403978,"threshold_uncertainty_score":0.1869848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09762816237739654,"score_gpt":0.4300078909590445,"score_spread":0.332379728581648,"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."}}