{"id":"W4405382369","doi":"10.5539/gjhs.v16n12p23","title":"Oral Frailty Awareness and Singing Habit-Oral Frailty Association in Japanese General Adults","year":2024,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habit; Singing; Medicine; Gerontology; Association (psychology); Demography; Exploratory research; 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":[0.0003024109,0.00015378,0.0001811046,0.0005233612,0.0003070511,0.0002992678,0.0001373432,0.0002267531,0.00149357],"category_scores_gemma":[0.0007953827,0.0001036216,0.0001828768,0.0005215963,0.0002249927,0.0002091396,0.0003052829,0.0002500218,0.000116932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825648,"about_ca_system_score_gemma":0.0002322158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01977172,"about_ca_topic_score_gemma":0.03239594,"domain_scores_codex":[0.9998822,0.00002021122,0.00001789316,0.00002449998,0.00002113276,0.00003407265],"domain_scores_gemma":[0.999605,0.00003788088,0.0001636455,0.00001960824,0.00006173387,0.0001121552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001463979,0.00001240686,0.9985464,0.00001218292,0.00001047322,0.00003345859,0.0002125763,0.000004129889,0.0001130784,0.000004434486,0.00005447683,0.0009817572],"study_design_scores_gemma":[7.23659e-7,0.00001990939,0.9996425,0.000003131636,0.000006021822,0.00004814957,0.0002131562,0.00001234995,0.000005131337,0.000003272151,0.00004506179,5.89988e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993526,0.0001982023,0.00001624942,0.00003952687,0.000002862138,0.000003337178,0.00007517467,8.542282e-7,0.0003111571],"genre_scores_gemma":[0.9997312,0.00008701542,0.00002178321,0.00002163318,0.000003781865,0.000002358468,0.00005744324,2.09256e-7,0.00007444661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977172,"threshold_uncertainty_score":0.03931326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05960932400415957,"score_gpt":0.4571624650611461,"score_spread":0.3975531410569865,"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."}}