{"id":"W4412695572","doi":"10.1200/op-25-00388","title":"Unmet Social Needs Among Cancer Survivors Who Were Concomitant Caregivers: A Cross-Sectional Analysis of the Health Information National Trends Survey","year":2025,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gerontology; Health Information National Trends Survey; Population; Cancer survivor; Odds; Logistic regression; Cross-sectional study; Odds ratio; Health care; Cancer; Social determinants of health; Medicine; Environmental health; Public health; Nursing; Political science; Health information","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005379723,0.0001604637,0.0005859074,0.001060085,0.002789202,0.00002773175,0.0003282487,0.0005463292,0.0007559582],"category_scores_gemma":[0.002906725,0.0001424297,0.0002155337,0.003895443,0.0003258904,0.001004552,0.0002073662,0.001189134,0.00001838762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236765,"about_ca_system_score_gemma":0.005223873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0891204,"about_ca_topic_score_gemma":0.2372149,"domain_scores_codex":[0.9935794,0.003896907,0.001276996,0.0002084199,0.0006053434,0.0004329334],"domain_scores_gemma":[0.9909633,0.004811358,0.001999791,0.0002242006,0.001901734,0.00009957822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004882489,0.0001268358,0.9225767,0.0001104095,0.0009018351,2.352392e-7,0.01538379,0.000855458,3.271306e-7,0.02747585,0.03143799,0.0006423155],"study_design_scores_gemma":[0.0008818269,0.00006422585,0.8009547,0.00002471277,0.0002493247,3.13041e-7,0.007617743,0.00105719,2.400114e-7,0.0001012205,0.1889638,0.00008467689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338352,0.0002244367,0.0002457238,0.05859368,0.005438611,0.001078362,0.003969046,0.00009617581,0.0965188],"genre_scores_gemma":[0.9876946,0.0001243762,0.00007989611,0.008837848,0.0001527072,0.0001393128,0.0005307463,0.000007407326,0.002433124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575258,"threshold_uncertainty_score":0.998509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1628521856909891,"score_gpt":0.541803720087729,"score_spread":0.37895153439674,"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."}}