{"id":"W2785318873","doi":"10.1007/s11606-017-4265-x","title":"The Effectiveness of Self-Management Interventions for Individuals with Low Health Literacy and/or Low Income: A Descriptive Systematic Review","year":2018,"lang":"en","type":"review","venue":"Journal of General Internal Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Houston Advanced Research Center","keywords":"Psychological intervention; Medicine; Health literacy; Self-management; Health care; Quality of life (healthcare); Empowerment; Literacy; Gerontology; Family medicine; Nursing; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006643816,0.001402408,0.009721556,0.003811303,0.0006206325,0.002548435,0.001571446,0.00223451,0.004313627],"category_scores_gemma":[0.03541198,0.001031759,0.010881,0.003695944,0.0008034671,0.00189459,0.00137304,0.00229973,0.000211633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003292579,"about_ca_system_score_gemma":0.0069578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144692,"about_ca_topic_score_gemma":0.03299588,"domain_scores_codex":[0.9944685,0.001846469,0.001982494,0.0005187976,0.0009384406,0.000245278],"domain_scores_gemma":[0.9836686,0.01292746,0.002238879,0.0002128733,0.0007186649,0.0002334162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001911747,0.0001600295,0.001806935,0.8956199,0.05143802,0.00009569768,0.0003154583,0.0001164593,0.0001745779,0.0001526197,0.0006802352,0.04752823],"study_design_scores_gemma":[0.003642395,0.001485219,0.01132705,0.5649852,0.4088573,0.0002974278,0.0007291285,0.0002218458,0.0003309022,0.000320233,0.007725757,0.00007757913],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006818227,0.9916486,0.0001582511,0.0001717937,0.0001384733,0.0005159678,0.0002716346,0.00001080968,0.0002662336],"genre_scores_gemma":[0.100651,0.8957003,0.001387991,0.0008184173,0.0001227536,0.0008480064,0.0002612384,0.00001044044,0.0001996911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01144692,"threshold_uncertainty_score":0.03513628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07430109424384732,"score_gpt":0.5067176588396074,"score_spread":0.4324165645957601,"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."}}