{"id":"W4401248606","doi":"10.2196/54999","title":"A Remote Oral Self-Care Behaviors Assessment System in Vulnerable Populations: Usability and Feasibility Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Center for Advancing Translational Sciences; National Institute of Biomedical Imaging and Bioengineering; University of California, Los Angeles; National Institutes of Health","keywords":"Usability; Psychological intervention; Contentment; System usability scale; Applied psychology; Medicine; Data collection; Psychology; Medical education; Nursing; Heuristic evaluation; Computer science; Social psychology","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":[0.0116824,0.0005658571,0.0005931333,0.0007526141,0.0006757498,0.0008055473,0.0005623448,0.0007730835,0.002175842],"category_scores_gemma":[0.01357233,0.0003540811,0.0009365206,0.0002913351,0.0004468952,0.0009510466,0.00108382,0.00050918,0.0004209739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995847,"about_ca_system_score_gemma":0.001347078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861779,"about_ca_topic_score_gemma":0.003431384,"domain_scores_codex":[0.9956712,0.002673506,0.0003630443,0.0002806021,0.0006929925,0.000318629],"domain_scores_gemma":[0.9947839,0.002691536,0.0003628969,0.0003668881,0.001305755,0.0004889619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0102465,0.04584812,0.5645256,0.002914429,0.0005958411,0.001875344,0.0360225,0.001404261,0.02994787,0.0005337798,0.003353769,0.3027319],"study_design_scores_gemma":[0.003195,0.1324106,0.800094,0.0008413797,0.0008917137,0.002078411,0.02515999,0.0129351,0.0104302,0.0004765963,0.01123337,0.0002535777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994812,0.00005454109,0.001285204,0.0001063225,0.00001123048,0.002881223,0.0001312673,0.00003450229,0.0006836716],"genre_scores_gemma":[0.9785597,0.0001872758,0.01491458,0.0001859989,0.000026264,0.005355737,0.0002561105,0.00001661776,0.000497729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116824,"threshold_uncertainty_score":0.06178313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187821332107686,"score_gpt":0.5216219068657342,"score_spread":0.4028397736549656,"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."}}