{"id":"W4312947738","doi":"10.2196/43241","title":"Promoting Hand Hygiene During the COVID-19 Pandemic: Parallel Randomized Trial for the Optimization of the Soapp App","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Bern","keywords":"Randomized controlled trial; Hygiene; Medicine; Context (archaeology); Blinding; Pandemic; Public health; Population; Psychological intervention; Intervention (counseling); Environmental health; Family medicine; Nursing; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007604142,0.002890861,0.004583661,0.0008782571,0.001082539,0.001540715,0.001504779,0.003400546,0.01046635],"category_scores_gemma":[0.009664838,0.001344709,0.003368616,0.0006095155,0.00225739,0.002148264,0.001471652,0.003135958,0.001373589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625593,"about_ca_system_score_gemma":0.003582321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555089,"about_ca_topic_score_gemma":0.001672162,"domain_scores_codex":[0.995289,0.002480359,0.0005066564,0.0007720747,0.0004151544,0.0005368773],"domain_scores_gemma":[0.9950486,0.002020048,0.001126498,0.0004956946,0.0005562895,0.0007527494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9465309,0.03940579,0.0004704412,0.001369161,0.0007932482,0.00002351854,0.0001467921,0.0004847499,0.001202208,0.000214048,0.0003660253,0.008993105],"study_design_scores_gemma":[0.8241258,0.1714222,0.001500904,0.0001099018,0.0007195672,0.000008990696,0.00004415048,0.0007059484,0.0004399667,0.0003350596,0.0005606055,0.0000270093],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.783461,0.001909414,0.003409727,0.0005988474,0.001390441,0.2056946,0.001085219,0.0002578732,0.002192797],"genre_scores_gemma":[0.6980293,0.001076903,0.01235221,0.0007026034,0.0006084517,0.2841267,0.0005177087,0.00003544349,0.002550685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046635,"threshold_uncertainty_score":0.04021502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05884826069788972,"score_gpt":0.3729586405677376,"score_spread":0.3141103798698479,"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."}}