{"id":"W3110881360","doi":"10.21848/asr.200066","title":"Justification for Integrated Care of Dementia and Presbycusis: Focused on National Dementia Policy","year":2020,"lang":"en","type":"article","venue":"Audiology and Speech Research","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Dementia; Presbycusis; Medicine; Rehabilitation; Hearing loss; Cognitive decline; Audiology; Gerontology; Psychiatry; Physical therapy; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002504925,0.00009393563,0.0002213614,0.0002939602,0.0008342814,0.000008305344,0.0001598564,0.0002626602,0.00009650656],"category_scores_gemma":[0.00542656,0.00007783905,0.00002486721,0.0003877222,0.000270126,0.00004698613,0.0001368665,0.000763115,0.00004376226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007703382,"about_ca_system_score_gemma":0.001423189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003755893,"about_ca_topic_score_gemma":0.00009503456,"domain_scores_codex":[0.9972138,0.00107191,0.0003782305,0.0003580407,0.0003666136,0.0006114004],"domain_scores_gemma":[0.996003,0.00237122,0.0000800846,0.0001326832,0.001141403,0.0002715871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003951459,0.0002065122,0.5024327,0.007456273,0.0005783022,0.000009973915,0.01874189,0.00001416303,0.02433042,0.1137793,0.1328726,0.1956265],"study_design_scores_gemma":[0.01168235,0.007290688,0.614201,0.0007555412,0.0001359539,0.000004978759,0.01921928,0.004306047,0.0122232,0.02480547,0.3047339,0.0006415457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455433,0.002009593,0.0005108396,0.04197066,0.00008800824,0.002596136,0.0001872329,0.00004159994,0.007052665],"genre_scores_gemma":[0.9967501,0.0005560357,0.0007851627,0.0009615298,0.0002782109,0.0002942465,0.0001082256,0.00001389844,0.000252643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1949849,"threshold_uncertainty_score":0.6496491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2110121408514382,"score_gpt":0.5290061991181249,"score_spread":0.3179940582666867,"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."}}