{"id":"W6986615651","doi":"","title":"Prosodic Differences in Mandarin Speakers With Alzheimer’s Disease","year":2021,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mandarin Chinese; Disease; Lifetime risk","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":[0.000351856,0.000236391,0.0002200799,0.0005394703,0.0008334594,0.0008171915,0.0002223133,0.0003110737,0.002845478],"category_scores_gemma":[0.001956394,0.00009981136,0.000134349,0.0004929566,0.0003159079,0.000196956,0.0002870842,0.0002615113,0.0003445154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031233,"about_ca_system_score_gemma":0.000980267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2521853,"about_ca_topic_score_gemma":0.3533941,"domain_scores_codex":[0.9997763,0.00003367399,0.00001968807,0.00003810904,0.00007338756,0.00005880514],"domain_scores_gemma":[0.9992158,0.0002028432,0.0000862239,0.00002350884,0.0003745013,0.00009704765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006533072,0.0002833256,0.6788548,0.000278571,0.0002224283,0.004722602,0.08349382,0.0003144985,0.1499602,0.0008792911,0.002550159,0.07190729],"study_design_scores_gemma":[0.00001184665,0.00008962364,0.992351,0.00001236386,0.00003359287,0.0006999344,0.004878263,0.00008074374,0.0008618491,0.00004956663,0.0009189243,0.00001227616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953464,0.0001968743,0.00004115109,0.00003818567,0.00001363318,0.000005296657,0.0001587585,0.000002311117,0.004197374],"genre_scores_gemma":[0.9987246,0.0001419525,0.0000508583,0.00002850116,0.000009128858,0.00000425184,0.0001592656,0.000004481786,0.0008768569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2521853,"threshold_uncertainty_score":0.5014349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365634447704605,"score_gpt":0.2410598085717038,"score_spread":0.2174034640946577,"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."}}