{"id":"W4366602131","doi":"10.1007/s11357-023-00779-5","title":"Could olfactory identification be a prognostic factor in detecting cognitive impairment risk in the elderly?","year":2023,"lang":"en","type":"article","venue":"GeroScience","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Complutense de Madrid","keywords":"Cognition; Olfactory system; Olfaction; Dementia; Psychology; Identification (biology); Cognitive decline; Clinical psychology; Audiology; Medicine; Psychiatry; Internal medicine; Neuroscience; Disease; Biology","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":[0.001368988,0.0005390793,0.0004954637,0.001373001,0.0003282417,0.0007525997,0.0004603522,0.000924335,0.001231459],"category_scores_gemma":[0.004723845,0.0001553379,0.0007718446,0.001148249,0.0004874464,0.0008510578,0.0003954125,0.0005460276,0.0002908106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001967289,"about_ca_system_score_gemma":0.0003218953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889272,"about_ca_topic_score_gemma":0.00375765,"domain_scores_codex":[0.9996905,0.00007996088,0.00004366166,0.00006119814,0.00006061168,0.0000640791],"domain_scores_gemma":[0.9984693,0.000350876,0.0006268574,0.000115126,0.0002091527,0.0002286504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002134992,0.00004501631,0.9942338,0.00002421018,0.00005659993,0.0001026208,0.00004799196,0.00005015122,0.0001643909,0.0000264008,0.00009950654,0.004935774],"study_design_scores_gemma":[0.000005340207,0.0002271339,0.9984517,0.00001646745,0.00007086134,0.0002268776,0.0001521676,0.0004029197,0.00007857665,0.0001649709,0.0001953051,0.000007786897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958329,0.001914584,0.0004067347,0.0003254761,0.00006651184,0.00001619402,0.0002973183,0.00001140153,0.001128995],"genre_scores_gemma":[0.9989405,0.0003606466,0.000265845,0.00006330616,0.0000623159,0.00000668965,0.0001437366,0.000001173235,0.0001558909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002889272,"threshold_uncertainty_score":0.007239997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2111291446561454,"score_gpt":0.3201019739201972,"score_spread":0.1089728292640517,"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."}}