{"id":"W2574256239","doi":"10.2196/humanfactors.6523","title":"Perceived and Performed eHealth Literacy: Survey and Simulated Performance Test","year":2017,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Health literacy; Literacy; Psychology; Conceptualization; The Internet; Medical education; Medicine; Computer science; Health care; World Wide Web; Pedagogy; Political science; Artificial intelligence","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":[0.001461723,0.0002982563,0.000349073,0.0009287706,0.0002763425,0.0005311465,0.000260603,0.0005702062,0.002823515],"category_scores_gemma":[0.003708865,0.0002300606,0.0005209069,0.000644183,0.0002743346,0.0005858878,0.0005249918,0.0006858423,0.001078894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087614,"about_ca_system_score_gemma":0.0002827481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161613,"about_ca_topic_score_gemma":0.00180452,"domain_scores_codex":[0.9992575,0.0001699298,0.0001553136,0.00008685615,0.0002103263,0.0001199765],"domain_scores_gemma":[0.9969927,0.0006600083,0.0009473023,0.0001266954,0.000675382,0.0005977575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119786,0.001048297,0.9941429,0.00002100623,0.00002931573,0.00006098804,0.000507258,0.0001093396,0.0003356486,0.00001660454,0.0002609175,0.00334797],"study_design_scores_gemma":[0.00001951529,0.001326188,0.9971463,0.000006904918,0.00001180026,0.0001477921,0.0004407525,0.0004187629,0.0001960775,0.00001393555,0.0002647515,0.00000725443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984677,0.00002112439,0.00009963169,0.00002777675,0.000002522474,0.000101604,0.0004528013,0.000006729242,0.0008201379],"genre_scores_gemma":[0.9979683,0.00004371665,0.0003256912,0.0000531127,0.000008250497,0.0001506788,0.000693044,0.00000269844,0.0007545605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002823515,"threshold_uncertainty_score":0.009445548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09797774413986071,"score_gpt":0.4806638054336244,"score_spread":0.3826860612937636,"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."}}