{"id":"W2555583797","doi":"10.7812/tpp/16-024","title":"Understanding Preferences for Osteoporosis Information to Develop an Osteoporosis Patient Education Brochure","year":2016,"lang":"en","type":"article","venue":"The Permanente Journal","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Institute on Aging; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Agency for Healthcare Research and Quality; U.S. Department of Veterans Affairs","keywords":"Brochure; Medicine; Comprehension; Osteoporosis; Patient education; Family medicine; Alternative medicine; Gerontology; Physical therapy","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":[0.002210871,0.0001488519,0.0001686374,0.000189449,0.002216455,0.0001106212,0.0003250537,0.0001157213,0.0007176119],"category_scores_gemma":[0.0007455492,0.000075068,0.00004802208,0.0002835807,0.00003348329,0.003798073,0.00007392404,0.0003301846,0.0002140432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007873541,"about_ca_system_score_gemma":0.001309536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000385924,"about_ca_topic_score_gemma":0.00007523802,"domain_scores_codex":[0.9971853,0.0004012914,0.001475991,0.0001160857,0.0003597526,0.0004615909],"domain_scores_gemma":[0.9969562,0.0003711478,0.0008906131,0.0002730306,0.001168328,0.0003406298],"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":[0.0009134799,0.0001845857,0.04081388,0.0005290618,0.00004189283,1.145056e-7,0.292987,0.00003236224,0.0004460623,0.003250801,0.1986085,0.4621922],"study_design_scores_gemma":[0.001624194,0.000803814,0.06247311,0.001524515,0.00005134159,0.00003709988,0.1578144,0.000384586,0.0002939991,0.007773032,0.7667257,0.0004942473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182853,0.00002626992,0.05872009,0.0149088,0.002339193,0.001984429,0.0001375897,0.00007026629,0.00352812],"genre_scores_gemma":[0.9835873,0.0000822697,0.003175526,0.01183545,0.0004291675,0.0002848156,0.00007731797,0.00001192698,0.000516277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5681172,"threshold_uncertainty_score":0.9990825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281267101439242,"score_gpt":0.413635346073731,"score_spread":0.2855086359298068,"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."}}