{"id":"W4386982369","doi":"10.1016/j.identj.2023.07.659","title":"Masticatory performance and quality of life of HK older adults","year":2023,"lang":"en","type":"article","venue":"International Dental Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Activities of daily living; Quality of life (healthcare); Masticatory force; Gerontology; Physical therapy; Montreal Cognitive Assessment; Outpatient clinic; Oral health; Disease; Cognitive impairment; Internal medicine; Dentistry","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":[0.0006311252,0.00005579061,0.0001259892,0.0001581808,0.00009390843,0.00000548913,0.0001575134,0.00003457183,0.0006709943],"category_scores_gemma":[0.00009277277,0.00004828697,0.00004043056,0.00007740333,0.0000434611,0.0001512045,0.0001589865,0.0001943003,0.00006497325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004680226,"about_ca_system_score_gemma":0.00006664491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002833042,"about_ca_topic_score_gemma":0.00001338016,"domain_scores_codex":[0.9987788,0.00008066846,0.0005255216,0.00007760467,0.0004103082,0.0001270661],"domain_scores_gemma":[0.9992176,0.000139048,0.0003576409,0.00005872125,0.0001525931,0.00007440932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605289,0.00006167922,0.9858012,0.0002130184,0.0001183356,0.00000297175,0.0007299205,0.000009399004,0.0003928371,0.003538594,0.005970758,0.003000729],"study_design_scores_gemma":[0.001218315,0.00003052014,0.9938008,0.0002693973,0.00000862566,0.000002164363,0.002844452,0.0005658159,0.00005646397,0.0001001931,0.001058752,0.0000444877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989925,0.00004065037,0.0002008765,0.0003444158,0.001353674,0.0001169563,0.00001649719,0.0000132645,0.007988717],"genre_scores_gemma":[0.9971153,0.0003170383,0.0001341742,0.0001486925,0.0001534948,0.000007283677,0.000009713374,0.000006289207,0.002107976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007999584,"threshold_uncertainty_score":0.7346917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05615475313269838,"score_gpt":0.4365821297386897,"score_spread":0.3804273766059912,"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."}}