{"id":"W4319657202","doi":"10.2196/41809","title":"Individualistic Versus Collaborative Learning in an eHealth Literacy Intervention for Older Adults: Quasi-Experimental Study","year":2023,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"eHealth; Health literacy; Literacy; Computer literacy; Psychological intervention; Psychology; Medicine; Gerontology; Medical education; Nursing; Health care; Mathematics education; Pedagogy","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":[0.009516636,0.001272274,0.002571516,0.001210798,0.002105899,0.001098402,0.001635984,0.001812609,0.007970982],"category_scores_gemma":[0.01087038,0.001322503,0.001274747,0.0007371978,0.001940947,0.001550389,0.001205428,0.002127766,0.000852862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996221,"about_ca_system_score_gemma":0.004819326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311127,"about_ca_topic_score_gemma":0.005169175,"domain_scores_codex":[0.9923202,0.004102853,0.0008549338,0.001018983,0.0008188721,0.0008841307],"domain_scores_gemma":[0.9925359,0.003807557,0.001058616,0.0007734621,0.0006939521,0.001130506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.108225,0.8084406,0.005144512,0.001799325,0.0003324774,0.0001083895,0.005147898,0.0004531913,0.003634551,0.0004609675,0.0006095841,0.06564361],"study_design_scores_gemma":[0.232564,0.7388331,0.02057,0.000279257,0.0003328513,0.00004896263,0.001783219,0.001105754,0.001477281,0.0005160053,0.002423954,0.0000655298],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764733,0.0001401136,0.0007665314,0.00009510174,0.0001009203,0.0215213,0.0001591959,0.00003752871,0.0007059322],"genre_scores_gemma":[0.8638023,0.0004645019,0.01447453,0.0005081487,0.0003018838,0.11794,0.0002246206,0.0000137101,0.002270498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009516636,"threshold_uncertainty_score":0.05032939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680180188246021,"score_gpt":0.5300685137931145,"score_spread":0.4620504949685124,"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."}}