{"id":"W4414431871","doi":"10.1188/25.cjon.400-408","title":"Health Literacy Applications in Patients With Cancer","year":2025,"lang":"en","type":"article","venue":"Clinical journal of oncology nursing","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brantford Energy (Canada)","funders":"","keywords":"Health literacy; Cancer; Socioeconomic status; Patient education; Reading (process); Literacy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004020059,0.00009348431,0.0006299989,0.0002532566,0.0003611398,0.000008536214,0.0002163954,0.0002243967,0.00009628967],"category_scores_gemma":[0.0003568433,0.0000642931,0.00007012546,0.0004778786,0.0001515016,0.0005650034,0.00002504348,0.001632541,0.000009336198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078306,"about_ca_system_score_gemma":0.00492977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002910917,"about_ca_topic_score_gemma":0.00003089562,"domain_scores_codex":[0.9942542,0.001309992,0.003797399,0.0001379444,0.0001538433,0.0003466427],"domain_scores_gemma":[0.9946793,0.001847014,0.00218649,0.0001913571,0.0008791056,0.0002167379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000344813,0.0005178963,0.6073347,0.00008109634,0.000008616773,2.03656e-7,0.00131413,0.000004664288,2.14781e-8,0.0002577926,0.004099369,0.3860367],"study_design_scores_gemma":[0.003225886,0.0004313183,0.8185045,0.001785687,0.00001155363,2.885323e-7,0.0004765684,0.00007421955,1.227512e-7,0.0006562978,0.1747903,0.00004325534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412606,0.000762012,0.01859387,0.02728524,0.00295593,0.001337642,0.00001692789,0.000020659,0.007767104],"genre_scores_gemma":[0.9593674,0.0002858408,0.009508325,0.0301847,0.0003769162,0.00005314317,0.00001596719,0.000009657798,0.0001980772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3859935,"threshold_uncertainty_score":0.8745201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08042092021597287,"score_gpt":0.6190422468884369,"score_spread":0.538621326672464,"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."}}