{"id":"W2047459803","doi":"10.1177/0017896910393785","title":"The impact of validated, online health education resources on patient and community members’ satisfaction and health behaviour","year":2011,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College; Centennial College","funders":"Canadian Council on Learning","keywords":"Health education; Community health; Medicine; The Internet; Medical education; Quality (philosophy); Health information technology; Health care; Health information; Nursing; Family medicine; Psychology; Public health; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00930462,0.0002248356,0.0004413951,0.0003049575,0.006783116,0.00005540901,0.0001575686,0.0001229376,0.0002118034],"category_scores_gemma":[0.000518564,0.0001532811,0.00006832967,0.0003068624,0.0001222635,0.0006786353,0.00006272785,0.002322778,0.000007446952],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143552,"about_ca_system_score_gemma":0.01586983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04959841,"about_ca_topic_score_gemma":0.001983655,"domain_scores_codex":[0.9902759,0.005704834,0.00283498,0.0001933729,0.000352083,0.0006388433],"domain_scores_gemma":[0.9929506,0.0005040537,0.004094691,0.0004915561,0.0006780706,0.001280985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002010588,0.0009043341,0.4027018,0.0005911269,0.00001500584,2.352367e-8,0.1505413,0.000002044815,5.972297e-7,0.0002333776,0.02326968,0.4215397],"study_design_scores_gemma":[0.0004073678,0.001592777,0.9012408,0.0007987659,0.000003877324,0.00003155524,0.0879886,0.00004489882,0.000001289312,0.0005946028,0.007197692,0.00009776456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797593,0.002207533,0.00005866997,0.01450058,0.001484533,0.001443218,0.00007966355,0.00003362776,0.0004328779],"genre_scores_gemma":[0.9799705,0.004281005,0.001750304,0.01351292,0.0002324292,0.0000594237,0.00009871177,0.00002112276,0.00007362258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.498539,"threshold_uncertainty_score":0.9999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578011608977751,"score_gpt":0.517879564080043,"score_spread":0.3600784031822679,"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."}}