{"id":"W4220925367","doi":"10.3389/fdgth.2022.842661","title":"COVID Alert: Factors Influencing the Adoption of Exposure Notification Apps Among Canadian Residents","year":2022,"lang":"en","type":"article","venue":"Frontiers in Digital Health","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Business; Path analysis (statistics); Contact tracing; Internet privacy; Marketing; Computer science; Medicine","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":[0.001495298,0.0002955981,0.0002510104,0.0009638352,0.002713748,0.001803528,0.0008425215,0.0004136843,0.003653332],"category_scores_gemma":[0.01026418,0.0002187952,0.0004467881,0.001736419,0.0009162329,0.0006706113,0.001005856,0.0007812863,0.000232903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01667411,"about_ca_system_score_gemma":0.04074952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824252,"about_ca_topic_score_gemma":0.9884272,"domain_scores_codex":[0.9988315,0.0001237234,0.00006403142,0.0001154588,0.0005665703,0.0002988088],"domain_scores_gemma":[0.9941536,0.001191823,0.0009738519,0.0001616239,0.002478968,0.001040243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000982854,0.0001407317,0.9409744,0.0001636498,0.00002836959,0.0002172045,0.02114305,0.0001682348,0.0005622457,0.0004581341,0.002956281,0.03308947],"study_design_scores_gemma":[0.000008432897,0.000100045,0.9577152,0.000198028,0.00006070817,0.0001301938,0.03342124,0.001002679,0.0002967957,0.0001085582,0.006911032,0.00004707495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930924,0.0003119646,0.000337704,0.001229202,0.00001331959,0.00007611267,0.0005914372,0.00002307277,0.004324696],"genre_scores_gemma":[0.9965225,0.000499372,0.0006963469,0.0002047666,0.000005630085,0.00002926818,0.00025822,0.000009949986,0.001774087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757485,"threshold_uncertainty_score":0.1209797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912647566389339,"score_gpt":0.2516775121153186,"score_spread":0.2325510364514252,"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."}}