{"id":"W4322750995","doi":"10.2196/44602","title":"Performance-Based Measurement of eHealth Literacy: Systematic Scoping Review","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"eHealth; CINAHL; PsycINFO; Health literacy; Systematic review; MEDLINE; Checklist; Computer science; Literacy; Cochrane Library; Information literacy; Medical education; Psychology; Medicine; World Wide Web; Health care; Nursing; Psychological intervention; Political science","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":[0.04798647,0.002215958,0.008591092,0.02619981,0.001551138,0.005823202,0.003048179,0.003355336,0.004899873],"category_scores_gemma":[0.2097283,0.001684133,0.008513843,0.02488056,0.002195949,0.006644712,0.003648764,0.00206854,0.0006015913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006894789,"about_ca_system_score_gemma":0.04268432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056787,"about_ca_topic_score_gemma":0.02699592,"domain_scores_codex":[0.9568428,0.01513383,0.01649036,0.002135562,0.008702893,0.000694579],"domain_scores_gemma":[0.8335837,0.1182338,0.02637207,0.002977059,0.01787426,0.0009590889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001202867,0.00003730166,0.001490996,0.9110467,0.004597481,0.00007249317,0.0005224212,0.0001508732,0.00008971326,0.000472627,0.001651431,0.07974764],"study_design_scores_gemma":[0.00006911785,0.00007755256,0.001835827,0.9761339,0.01426977,0.0001073482,0.0003238409,0.00009977394,0.0001061916,0.0003477081,0.006603151,0.00002580507],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001336587,0.9922246,0.001193456,0.0006244273,0.0002764144,0.002780888,0.0007191949,0.00002717961,0.0008172127],"genre_scores_gemma":[0.01868117,0.9698277,0.004537054,0.0006556977,0.000155353,0.005325624,0.0006059587,0.00001522402,0.0001963546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04798647,"threshold_uncertainty_score":0.2537797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3378904183156055,"score_gpt":0.609760449351833,"score_spread":0.2718700310362275,"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."}}