{"id":"W3203626196","doi":"10.2196/32345","title":"Assessment of an Innovative Mobile Dentistry eHygiene Model Amid the COVID-19 Pandemic in the National Dental Practice–Based Research Network: Protocol for Design, Implementation, and Usability Testing","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Institutes of Health","keywords":"Usability; mHealth; Protocol (science); Medicine; Health care; Telemedicine; Population; Nursing; Computer science; Psychological intervention","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":[0.1443876,0.002766697,0.002916382,0.003165819,0.003757394,0.00374691,0.003454521,0.004142072,0.02237245],"category_scores_gemma":[0.1396788,0.002200785,0.003855274,0.002661257,0.003375525,0.003405665,0.003914969,0.004912056,0.004514258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006983347,"about_ca_system_score_gemma":0.02193226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003262842,"about_ca_topic_score_gemma":0.005357718,"domain_scores_codex":[0.9259576,0.05141768,0.01005826,0.002359866,0.006638954,0.003567634],"domain_scores_gemma":[0.8655412,0.05354464,0.01014678,0.01853317,0.04751733,0.004716882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0969873,0.103481,0.01334423,0.04505967,0.001206086,0.0008907029,0.02453839,0.009551798,0.01105653,0.01752589,0.05312711,0.6232314],"study_design_scores_gemma":[0.1802152,0.3007905,0.06680142,0.02565008,0.002369582,0.0003200666,0.02655369,0.01790276,0.02537429,0.01491604,0.3377998,0.001306602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.009350446,0.00006988255,0.006143352,0.0001423205,0.0001110477,0.9822538,0.0007339084,0.0001113995,0.001083742],"genre_scores_gemma":[0.002274122,0.00004059163,0.008017344,0.00004379173,0.000006431343,0.9893771,0.00008652227,0.000005274319,0.0001488293],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1443876,"threshold_uncertainty_score":0.7636038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7196497681317195,"score_gpt":0.7062856638433884,"score_spread":0.01336410428833112,"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."}}