{"id":"W4416161473","doi":"10.2196/76812","title":"Association Between eHealth Literacy and Mental Health Literacy: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Association (psychology); Mental health literacy; Mental health; Literacy; Health literacy","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":[0.003401369,0.0002056577,0.0003366762,0.0008219312,0.0004725557,0.0009333102,0.0003748088,0.0007096261,0.002938092],"category_scores_gemma":[0.005829809,0.0004490279,0.0004638435,0.0009463973,0.0005240229,0.001033192,0.0008146107,0.0009276218,0.0005383578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801463,"about_ca_system_score_gemma":0.0003724789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455475,"about_ca_topic_score_gemma":0.005477536,"domain_scores_codex":[0.9987351,0.0005249754,0.0002130116,0.00014803,0.0002273374,0.0001515704],"domain_scores_gemma":[0.994304,0.001990086,0.002158971,0.0002945283,0.0005917213,0.0006605938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006601026,0.0001831846,0.998754,0.00002139774,0.00005449652,0.00002718836,0.0002107473,0.00000755554,0.00005815355,0.00000777416,0.00003770971,0.0005717192],"study_design_scores_gemma":[0.000008027864,0.0005159371,0.9984959,0.00001695875,0.00004244541,0.0001689192,0.0005505846,0.00004842239,0.00004229518,0.00001072716,0.00009610309,0.000003638561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990784,0.0001664133,0.00006455906,0.00004213581,0.000004815382,0.00002280822,0.0002708325,0.000002182104,0.0003479087],"genre_scores_gemma":[0.999122,0.0001303736,0.0001235383,0.0001119492,0.00001317447,0.0000271108,0.0002702258,0.000001422308,0.0002002667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003455475,"threshold_uncertainty_score":0.01798838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043277303725645,"score_gpt":0.6103274187355757,"score_spread":0.5059996883630112,"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."}}