{"id":"W4225143654","doi":"10.2196/36043","title":"A 3-Item Measure of Digital Health Care Literacy: Development and Validation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; National Institutes of Health; Vanderbilt University Medical Center; Vanderbilt University","keywords":"Cronbach's alpha; Exploratory factor analysis; Confirmatory factor analysis; Scale (ratio); Health literacy; Health care; Psychology; Reliability (semiconductor); Telehealth; Literacy; Construct validity; Medicine; Psychometrics; Family medicine; Telemedicine; Clinical psychology; Statistics; Structural equation modeling","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":[0.008623563,0.0005585412,0.0007215886,0.001612513,0.0005053477,0.0008251274,0.001037855,0.001032354,0.001966308],"category_scores_gemma":[0.01338671,0.0005114558,0.00146027,0.00110786,0.0005920008,0.001272814,0.001335743,0.001449107,0.0005846928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008774879,"about_ca_system_score_gemma":0.002255349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457239,"about_ca_topic_score_gemma":0.003247724,"domain_scores_codex":[0.9960017,0.001323787,0.0006731476,0.0003378032,0.001472351,0.0001912563],"domain_scores_gemma":[0.9908058,0.004299731,0.001429749,0.0004783323,0.002487868,0.0004985665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009795168,0.006364013,0.8245634,0.0005372691,0.0004371388,0.0003215129,0.004536353,0.0008882822,0.004366892,0.0006906265,0.00301913,0.1532959],"study_design_scores_gemma":[0.0004457971,0.003845112,0.9830677,0.0002647962,0.0001659861,0.0005904787,0.001557027,0.003724366,0.001245934,0.0004188092,0.00462521,0.00004889154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9858809,0.0002339811,0.005187926,0.0002607454,0.00004319671,0.004060056,0.0009186154,0.00005952829,0.003355069],"genre_scores_gemma":[0.9441325,0.0005961599,0.0395975,0.0004198071,0.00003901918,0.01110433,0.002273416,0.00003487421,0.001802198],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008623563,"threshold_uncertainty_score":0.04560626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555491593072662,"score_gpt":0.5581788331432903,"score_spread":0.4026296738360241,"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."}}