{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032962,0.000145602,0.0005781639,0.0028807,0.0004155094,0.001200879,0.0003006834,0.0009662344,0.007073259],"category_scores_gemma":[0.01889702,0.0001664719,0.0008542813,0.00343073,0.0003435688,0.001323493,0.0008268646,0.0006326884,0.0003623337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044392,"about_ca_system_score_gemma":0.003138748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351367,"about_ca_topic_score_gemma":0.01146954,"domain_scores_codex":[0.998886,0.0004981818,0.0002835029,0.00006379007,0.0001993945,0.00006904105],"domain_scores_gemma":[0.9922174,0.006082216,0.001151578,0.0000356249,0.0003749295,0.0001381293],"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":[0.0003221662,0.0002648576,0.05740665,0.1651686,0.0004912616,0.002068986,0.004304772,0.0001609718,0.0003364406,0.001778216,0.02526405,0.7424331],"study_design_scores_gemma":[0.000725223,0.001522455,0.2456232,0.4749618,0.003298512,0.01583127,0.01595609,0.0004266103,0.0008268045,0.004620702,0.2360876,0.0001196961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08331379,0.8636431,0.0002721034,0.01136755,0.0005205012,0.0003714565,0.001381165,0.00002912871,0.03910124],"genre_scores_gemma":[0.4030399,0.5841669,0.001716527,0.007157061,0.0004659065,0.0004838493,0.0008351041,0.000008052046,0.002126666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007073259,"threshold_uncertainty_score":0.02366239,"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."}}