{"id":"W2165727563","doi":"10.1007/s13187-011-0255-6","title":"Investigating the Impact of Socioeconomic Status on the Effectiveness of a Pamphlet on Achieving and Maintaining Bone Health in Breast Cancer Survivors: a Patient Education Resource Development Primer","year":2011,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Cancer survivorship and care","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Socioeconomic status; Medicine; Blueprint; Breast cancer; Family medicine; Health care; Gerontology; Nursing; Cancer; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0014932,0.000125047,0.0003212263,0.0001798764,0.00005978275,0.00000981124,0.00006772247,0.00003768709,0.00003101787],"category_scores_gemma":[0.00007373522,0.000074073,0.00007536801,0.0001637075,0.00007486722,0.00007128521,0.00001634957,0.0002761841,1.57048e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510459,"about_ca_system_score_gemma":0.006568969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03390508,"about_ca_topic_score_gemma":0.00209585,"domain_scores_codex":[0.9985471,0.0004250802,0.0005434731,0.0001221039,0.0001930584,0.0001691946],"domain_scores_gemma":[0.9982419,0.0003051513,0.000977934,0.0001458874,0.000224439,0.0001046727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009782123,0.0003547173,0.7286528,0.000237378,0.0001192672,1.181343e-7,0.04872068,0.0001875881,0.0007629177,0.0001337415,0.0001604644,0.2196921],"study_design_scores_gemma":[0.0002832474,0.0004207691,0.9812196,0.003596117,0.00002995514,0.0000133371,0.01246714,0.000009635415,0.001598617,0.0001226612,0.0001716663,0.00006726927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944053,0.002621636,0.000004960293,0.002076542,0.0003151549,0.0004133651,0.000008496018,0.00000272567,0.0001518339],"genre_scores_gemma":[0.9987556,0.0003548278,0.00006404349,0.0005975555,0.0001308212,0.00007000047,0.000003261902,0.00001955678,0.000004378016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2525668,"threshold_uncertainty_score":0.9990628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970970155724675,"score_gpt":0.344903442842704,"score_spread":0.3251937412854572,"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."}}