{"id":"W4390169985","doi":"10.22374/cjgim.v18i3.704","title":"Improving Health Literacy","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Medicine; Health literacy; Literacy; Health care; Disease; Population; Nursing; Family medicine; Medical education; Environmental health; Economic growth; Pathology; Pedagogy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002875704,0.0003016082,0.0004971936,0.00109153,0.00114464,0.002221774,0.0006287292,0.002081142,0.04866514],"category_scores_gemma":[0.02655928,0.0001628934,0.0008671593,0.0006234121,0.0007946789,0.002865488,0.002938501,0.002473272,0.006968598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755649,"about_ca_system_score_gemma":0.004482816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017145,"about_ca_topic_score_gemma":0.01202848,"domain_scores_codex":[0.9974471,0.0008914012,0.0001373473,0.000191063,0.0006240652,0.0007090846],"domain_scores_gemma":[0.99181,0.002452439,0.0008217207,0.0003893067,0.001799743,0.002726834],"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":[0.0001035463,0.001324556,0.04110007,0.00113677,0.00009596189,0.0002872057,0.003234239,0.000126843,0.001059152,0.01009315,0.2627645,0.678674],"study_design_scores_gemma":[0.0002329375,0.00151752,0.2153622,0.007170907,0.0003733921,0.002163515,0.006269967,0.0004980456,0.002355639,0.02686748,0.7370726,0.0001158752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1003901,0.02019615,0.006494177,0.5235308,0.004219134,0.0004036581,0.001785283,0.001110262,0.3418703],"genre_scores_gemma":[0.691367,0.03102471,0.01843191,0.1724226,0.004360897,0.0006287084,0.001730489,0.0002247567,0.07980876],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04866514,"threshold_uncertainty_score":0.1628011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06736795934429841,"score_gpt":0.4684109593106024,"score_spread":0.401042999966304,"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."}}