{"id":"W1951355591","doi":"10.1111/hdi.12239","title":"Health numeracy: Perspectives about using numbers in health management from <scp>A</scp>frican <scp>A</scp>merican patients receiving dialysis","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; American Kidney Fund; National Institutes of Health; Vanderbilt University","keywords":"Numeracy; Medicine; Health literacy; Psychological intervention; Health care; Dialysis; Focus group; Hemodialysis; Kidney disease; Family medicine; Nursing; Literacy; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005337729,0.0003002887,0.0004245743,0.0008475448,0.006055555,0.004112874,0.0005107869,0.001030737,0.003458016],"category_scores_gemma":[0.01288505,0.0003237934,0.0003213382,0.0006225161,0.004124857,0.002289359,0.003396593,0.002742561,0.0002529257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003447274,"about_ca_system_score_gemma":0.004147701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522058,"about_ca_topic_score_gemma":0.0268565,"domain_scores_codex":[0.9953448,0.003373115,0.0001934161,0.0001352761,0.0003687071,0.0005846557],"domain_scores_gemma":[0.9888025,0.00722198,0.001496981,0.0001520008,0.0007180438,0.001608383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007298926,0.0001076543,0.03096665,0.0001139858,0.000008059178,0.0008550535,0.9549203,0.0000444725,0.0009769554,0.0006394059,0.001359958,0.009934557],"study_design_scores_gemma":[0.000008667163,0.0001232368,0.01403565,0.0001383301,0.00001188937,0.000493146,0.9781204,0.00008522306,0.0003116703,0.0003195769,0.006330197,0.00002206002],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881627,0.0002715865,0.0002648132,0.007512785,0.00002594052,0.00002436789,0.00003406398,0.000005243941,0.003698495],"genre_scores_gemma":[0.9963888,0.0004374354,0.000255174,0.001692127,0.00001966685,0.00003211917,0.00002178991,0.000005212002,0.001147699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522058,"threshold_uncertainty_score":0.03026396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507058999193683,"score_gpt":0.3752666736618803,"score_spread":0.3501960836699435,"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."}}