{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004548638,0.0001382828,0.0004363695,0.0008703037,0.0005865016,0.00002117751,0.0003834565,0.00009666162,0.002246731],"category_scores_gemma":[0.001318698,0.00009728202,0.00007531889,0.0005499616,0.00009688903,0.0007412511,0.00002823893,0.001051789,0.000306752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006096449,"about_ca_system_score_gemma":0.003988377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05589323,"about_ca_topic_score_gemma":0.0117872,"domain_scores_codex":[0.9959058,0.0004217173,0.002512743,0.000121327,0.0002952748,0.0007431731],"domain_scores_gemma":[0.9955363,0.0002379357,0.001420552,0.0002130736,0.0007967048,0.00179539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006463658,0.000005961733,0.1060755,0.0005348743,0.00002869443,0.0001053352,0.020216,0.00002086394,0.000103627,0.001122574,0.6504523,0.2212697],"study_design_scores_gemma":[0.001589593,0.0005785723,0.1005677,0.002078749,0.000009807317,0.0000908997,0.002113666,0.006022961,0.00001425387,0.0008318099,0.8859545,0.000147529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702914,0.002328292,0.01167175,0.07417253,0.01876872,0.000717791,0.00008358675,0.00008887598,0.02187712],"genre_scores_gemma":[0.9215871,0.0001664922,0.002059899,0.05336272,0.006124713,0.00001168131,0.000044263,0.00003187297,0.01661123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355022,"threshold_uncertainty_score":0.9986653,"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."}}