{"id":"W2073188177","doi":"10.1007/s13187-014-0780-1","title":"Development and Evaluation of Patient Education Materials for Elderly Lung Cancer Patients","year":2015,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lung cancer; Cancer; Patient education; Intensive care medicine; Lung; Oncology; Family medicine; Internal medicine","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":[0.003381717,0.00008309325,0.0002031139,0.000160019,0.0001499787,0.00001417538,0.00007030989,0.00008155152,0.0001769756],"category_scores_gemma":[0.0006325672,0.0000669412,0.00002111138,0.0001121426,0.00001335249,0.0008215154,0.00001455302,0.0001101084,0.000001276913],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494132,"about_ca_system_score_gemma":0.02145684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002544456,"about_ca_topic_score_gemma":0.00006978154,"domain_scores_codex":[0.99721,0.0002757229,0.001678915,0.00008605512,0.000606567,0.0001427826],"domain_scores_gemma":[0.9881759,0.00006866059,0.002450632,0.00008962015,0.00905802,0.0001571228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002311894,0.0003186688,0.1766597,0.0009775969,0.00002493328,2.054039e-9,0.03166661,0.00002399752,0.00006933892,0.0001171186,0.02098575,0.7689251],"study_design_scores_gemma":[0.003998892,0.0004735448,0.5715797,0.003881158,0.0003208689,9.253075e-7,0.02117517,0.0006988989,0.007556853,0.001589417,0.3883939,0.0003306512],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898635,0.001796793,0.000106439,0.0005688876,0.006002767,0.001309079,0.00002115709,0.000003462223,0.0003279364],"genre_scores_gemma":[0.9942833,0.00009673939,0.003506914,0.0007876526,0.0004732497,0.0007342065,0.00003888089,0.000008319433,0.00007071364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7685944,"threshold_uncertainty_score":0.9840906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08349835457544756,"score_gpt":0.557432989827167,"score_spread":0.4739346352517195,"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."}}