{"id":"W3186391054","doi":"10.1177/2327857921101264","title":"Mindful Hand Hygiene and Self-Guided Training Using a Mobile Phone App","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Mindfulness; Mobile phone; Trainer; Phone; Medical education; Focus group; Psychology; Mobile apps; Applied psychology; Nursing; Medicine; Computer science; World Wide Web; Psychotherapist; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302258,0.0001587461,0.0002621101,0.0001048641,0.0002432708,0.00006214643,0.0001841452,0.00008254679,0.00003571694],"category_scores_gemma":[0.00002030502,0.0001376069,0.00005501934,0.00009096679,0.00007246258,0.00007920089,0.0001460307,0.0001951421,6.158278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007661289,"about_ca_system_score_gemma":0.0002016348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694491,"about_ca_topic_score_gemma":0.0003347926,"domain_scores_codex":[0.9987456,0.0000140891,0.0004604527,0.0003718346,0.0001528012,0.0002552073],"domain_scores_gemma":[0.9993236,0.00007713928,0.0002735581,0.00008458395,0.0001287185,0.0001123871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007171888,0.0009200522,0.6839458,0.002594021,0.0002519306,0.000006600238,0.253937,0.0002282361,0.02595642,0.02483566,0.0008830337,0.005724075],"study_design_scores_gemma":[0.01092814,0.001986311,0.6816452,0.003132549,0.0001078634,0.0002479106,0.1670658,0.001411848,0.0836435,0.001669631,0.0465748,0.001586533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966827,0.0006174575,0.000001187664,0.0004678317,0.0007686213,0.0002931675,0.00004950981,0.00001460947,0.0011049],"genre_scores_gemma":[0.9988322,0.0001187572,0.0001178123,0.0006094089,0.0001155837,0.00002683981,0.00001170147,0.00001930588,0.0001483451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08687122,"threshold_uncertainty_score":0.5611445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07142039938115038,"score_gpt":0.3801144110928628,"score_spread":0.3086940117117124,"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."}}