{"id":"W4405976708","doi":"10.1093/geroni/igae098.0431","title":"AFFORDABLE, ACCESSIBLE HEARING CARE AMONG INDIVIDUALS WITH COGNITIVE IMPAIRMENT: LESSONS FROM THE HEARS RCT","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Cognitive impairment; Audiology; Cognition; Medicine; Psychology; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.07408591,0.00132273,0.003169416,0.001145633,0.0009973011,0.002495406,0.00199662,0.003518996,0.007155465],"category_scores_gemma":[0.1474328,0.0005648952,0.005572583,0.001481523,0.001663321,0.003216528,0.003129851,0.004470846,0.0007469046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996676,"about_ca_system_score_gemma":0.009076447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042646,"about_ca_topic_score_gemma":0.02100857,"domain_scores_codex":[0.9069821,0.07695067,0.006373441,0.001832433,0.005493611,0.00236791],"domain_scores_gemma":[0.8998924,0.0786897,0.00537269,0.006415839,0.007346016,0.002283403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1271285,0.01546688,0.03119038,0.1248003,0.07089506,0.001845866,0.01263204,0.004811399,0.002974973,0.02717358,0.08539709,0.4956839],"study_design_scores_gemma":[0.3140939,0.0739319,0.09900852,0.1618489,0.09849358,0.0009486002,0.01330486,0.005286368,0.004814409,0.05648106,0.170827,0.0009609396],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5783801,0.1377395,0.01987114,0.1543544,0.01587623,0.0433754,0.01033101,0.0008080864,0.03926405],"genre_scores_gemma":[0.8979688,0.01994456,0.02091463,0.02194706,0.00386016,0.03026319,0.001885597,0.0001566469,0.003059424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07408591,"threshold_uncertainty_score":0.3918084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673842608871452,"score_gpt":0.3784909359525212,"score_spread":0.3217525098638067,"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."}}