{"id":"W4399141376","doi":"10.1080/14670100.2024.2341208","title":"Health literacy of patients eligible for cochlear implants","year":2024,"lang":"en","type":"article","venue":"Cochlear Implants International","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Health literacy; Medicine; Audiology; Cochlear implantation; Literacy; Cochlear implant; Hearing loss; Physical therapy; Health care; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004829068,0.0001230475,0.000259934,0.0007509671,0.0003712369,0.0006237698,0.0001481612,0.0003826157,0.004824989],"category_scores_gemma":[0.003900427,0.0001185261,0.0002152179,0.0005483577,0.0002736992,0.0005017978,0.0004783709,0.0005874646,0.0004460502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472406,"about_ca_system_score_gemma":0.0004430618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392855,"about_ca_topic_score_gemma":0.002450507,"domain_scores_codex":[0.9995677,0.00009404298,0.00006359463,0.00003660898,0.0001094618,0.000128481],"domain_scores_gemma":[0.997911,0.000514793,0.0009154477,0.0000306601,0.0001910057,0.0004370079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002870489,0.00007394674,0.9974129,0.00001220336,0.000007360919,0.00009013442,0.0002542013,0.00001077148,0.0001057077,0.00001022051,0.0001489675,0.00184493],"study_design_scores_gemma":[0.00000636523,0.0002629188,0.9979551,0.00001911323,0.0000113104,0.0005204574,0.0008399689,0.0000761269,0.00005522347,0.00002525893,0.0002235717,0.000004590588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987701,0.0001304823,0.00001763272,0.0001822987,0.000003798823,0.00001008492,0.0001251195,0.000002263178,0.0007581824],"genre_scores_gemma":[0.9996552,0.0000567698,0.00002024684,0.00008067954,0.000004479793,0.000007272489,0.00007686134,4.711353e-7,0.00009794938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004824989,"threshold_uncertainty_score":0.01614124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526087840171168,"score_gpt":0.5024395414501721,"score_spread":0.4571786630484604,"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."}}