{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001295045,0.0001981368,0.0003872347,0.0003472912,0.0004104488,0.00006661999,0.0004330546,0.0001669937,0.001572016],"category_scores_gemma":[0.0003980105,0.0001686118,0.0001279425,0.0002126138,0.00004772433,0.001096469,0.0001436334,0.0004727584,0.0007313422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170531,"about_ca_system_score_gemma":0.0007355448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001337834,"about_ca_topic_score_gemma":0.00001616256,"domain_scores_codex":[0.9964104,0.0001878783,0.001971015,0.0003534257,0.0004901665,0.0005871555],"domain_scores_gemma":[0.9973367,0.000833117,0.0005589284,0.0002944937,0.0007498339,0.000226855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00111214,0.0003740162,0.1090807,0.006202964,0.0002131764,0.000004313629,0.01376414,0.00001279602,0.00006712214,0.02379985,0.4266736,0.4186951],"study_design_scores_gemma":[0.00152788,0.0001873071,0.0829586,0.001250952,0.000009421757,0.000009103403,0.0002561268,0.00773359,0.00009772109,0.001491883,0.9042585,0.0002188765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225691,0.0007057991,0.017811,0.004137943,0.01712025,0.003432589,0.01395214,0.0004758789,0.01979532],"genre_scores_gemma":[0.9852384,0.0002421585,0.002792459,0.005440177,0.0006561815,0.0001711996,0.00254515,0.00004202757,0.002872285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4775849,"threshold_uncertainty_score":0.9993407,"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."}}