{"id":"W1980289531","doi":"10.2196/ijmr.2993","title":"Health Literacy Association With Health Behaviors and Health Care Utilization in Multiple Sclerosis: A Cross-Sectional Study","year":2014,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Health literacy; Medicine; Numeracy; Literacy; Overweight; Logistic regression; Cross-sectional study; Health care; Gerontology; Family medicine; Psychology; Body mass index; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00194007,0.0002245302,0.0003602322,0.0009896627,0.0004104603,0.0006786218,0.0003491103,0.0005991888,0.001541009],"category_scores_gemma":[0.004981305,0.0003740492,0.0005569426,0.001177797,0.0002657789,0.0006703256,0.0006086796,0.0008027676,0.0002793797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699328,"about_ca_system_score_gemma":0.0003431712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003436136,"about_ca_topic_score_gemma":0.004411986,"domain_scores_codex":[0.9990191,0.0003740393,0.0001636084,0.0001332476,0.0001888324,0.0001210381],"domain_scores_gemma":[0.9963927,0.000743715,0.001840556,0.0001908932,0.000382545,0.0004495569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001790476,0.00005720313,0.9995089,0.000005312789,0.00003324464,0.00001312129,0.00003999192,0.000007475269,0.00002156041,0.000003285395,0.00003389978,0.000258089],"study_design_scores_gemma":[0.000003680911,0.00009308947,0.9995688,0.000005258469,0.00001934929,0.00009256628,0.00007554254,0.00007382449,0.00001396319,0.000005370833,0.00004686783,0.00000178304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999074,0.0001651844,0.00006359426,0.00005740055,0.000003181078,0.00001956456,0.0003216909,0.000002911226,0.0002924371],"genre_scores_gemma":[0.9994227,0.00008178868,0.00009461854,0.0000495678,0.000009372284,0.00002286591,0.0002356151,0.00000100578,0.00008244123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003436136,"threshold_uncertainty_score":0.01026022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2666967978760923,"score_gpt":0.6167292509107649,"score_spread":0.3500324530346726,"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."}}