{"id":"W7070505144","doi":"","title":"Oral health and olfactory function : what can they tell us about cognitive ageing?","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masticatory force; Cognition; Tooth loss; Dementia; Cognitive decline; Ageing; Olfaction; Brain size; Montreal Cognitive Assessment","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":[0.0030595,0.0006972646,0.00157946,0.001836731,0.0007537934,0.003907239,0.0008590324,0.002937656,0.003894469],"category_scores_gemma":[0.01239171,0.0004362832,0.001378228,0.001469178,0.002555181,0.005038152,0.001438438,0.002895305,0.0006552443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006644682,"about_ca_system_score_gemma":0.0008812576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007467991,"about_ca_topic_score_gemma":0.01003744,"domain_scores_codex":[0.9992354,0.0002750554,0.00008090356,0.0001253469,0.0001859748,0.00009733643],"domain_scores_gemma":[0.9942921,0.002994948,0.001180464,0.0004031002,0.0006615808,0.0004677221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002078484,0.0003780926,0.5059286,0.003646069,0.00180075,0.0007697957,0.005357801,0.0003497276,0.001419887,0.004460961,0.01752416,0.4562857],"study_design_scores_gemma":[0.00009616764,0.001194974,0.9131641,0.005058153,0.001289165,0.002192294,0.01063266,0.000750278,0.0004915026,0.03170687,0.03317685,0.000246963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3526485,0.5572852,0.001015142,0.07717789,0.002196778,0.0000339921,0.001388893,0.00003641009,0.00821722],"genre_scores_gemma":[0.7181694,0.2626417,0.00166581,0.01034361,0.00447528,0.00004594526,0.0006758128,0.0000206325,0.00196185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007467991,"threshold_uncertainty_score":0.0161804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699006483975419,"score_gpt":0.2725607659625471,"score_spread":0.2355707011227929,"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."}}