{"id":"W1593329604","doi":"10.1089/pop.2014.0078","title":"Chronic Disease Management: A Proving Ground for Health Literacy","year":2014,"lang":"en","type":"article","venue":"Population Health Management","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Health Canada","keywords":"Health literacy; Medicine; Public health; Family medicine; Literacy; COPD; Health care; Population; Population health; Gerontology; Internal medicine; Nursing; Environmental health; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004782016,0.0002746659,0.0004831342,0.002207376,0.00225551,0.00598077,0.0007642742,0.001975993,0.01330267],"category_scores_gemma":[0.02674035,0.0003011281,0.0004680518,0.001118714,0.005602415,0.0077385,0.004993845,0.003647016,0.000593666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582359,"about_ca_system_score_gemma":0.004424461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00651218,"about_ca_topic_score_gemma":0.006824146,"domain_scores_codex":[0.9977419,0.000994297,0.0001572401,0.0002925252,0.0004311669,0.000382849],"domain_scores_gemma":[0.9734226,0.01832801,0.00217143,0.0007840964,0.002144971,0.003148787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002943825,0.0008616488,0.3838448,0.001178153,0.0001658973,0.0008721183,0.01300198,0.0003224556,0.001082429,0.1838235,0.02628499,0.3882677],"study_design_scores_gemma":[0.0001265358,0.0008720228,0.5272503,0.007284853,0.0002983753,0.002494643,0.04119308,0.002849607,0.001538934,0.3281467,0.08774162,0.0002033897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2956133,0.02999343,0.009087474,0.511115,0.001926576,0.0001101606,0.0008800699,0.0001360682,0.151138],"genre_scores_gemma":[0.9700373,0.005730112,0.002892701,0.016973,0.001525888,0.00006069724,0.0001264465,0.00003270335,0.002621172],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01330267,"threshold_uncertainty_score":0.04450178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05284546868523323,"score_gpt":0.4729364862902514,"score_spread":0.4200910176050182,"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."}}