{"id":"W4380364791","doi":"10.1115/dmd2023-8625","title":"DESIGN, IMPLEMENTATION AND EVALUATION OF A SMART TOOTHBRUSH FOR INDIVIDUALS WITH DEMENTIA","year":2023,"lang":"en","type":"article","venue":"","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dementia; Toothbrush; Bluetooth; Software; Computer science; Human–computer interaction; Psychology; Multimedia; Disease; Wireless; Medicine; Engineering; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001520726,0.0005636468,0.0006950771,0.0005417947,0.0003658483,0.0006332844,0.001801231,0.001083296,0.003350239],"category_scores_gemma":[0.0019423,0.0003502714,0.0006966913,0.0001608734,0.0003201521,0.0005930318,0.0006839946,0.0004168816,0.0009704257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462535,"about_ca_system_score_gemma":0.0008287497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174725,"about_ca_topic_score_gemma":0.001221665,"domain_scores_codex":[0.9991729,0.0001960199,0.00008328043,0.0001413083,0.0003166878,0.00008979326],"domain_scores_gemma":[0.9989888,0.0001712154,0.00006698557,0.00008828479,0.0005456358,0.0001391051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003534599,0.004687356,0.01535728,0.004463003,0.0002390165,0.002254229,0.002270695,0.003178886,0.5617093,0.001039755,0.005617007,0.3956488],"study_design_scores_gemma":[0.003126925,0.09653074,0.1358507,0.001166244,0.002124204,0.009082629,0.004868364,0.06085308,0.5575538,0.00114436,0.1271373,0.0005617224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8463551,0.001600607,0.1369374,0.000623469,0.0005226224,0.005566034,0.0008646778,0.002412051,0.005118163],"genre_scores_gemma":[0.7955635,0.0007603984,0.18972,0.0003903698,0.00004233607,0.002140788,0.000424716,0.0001158137,0.01084211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003350239,"threshold_uncertainty_score":0.01120764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367521599135814,"score_gpt":0.4511239793073524,"score_spread":0.314371819393771,"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."}}