{"id":"W4410002034","doi":"10.1080/23279095.2025.2497923","title":"Lower semantic verbal fluency at baseline indicates future decline in subjective cognitive decline","year":2025,"lang":"en","type":"article","venue":"Applied Neuropsychology Adult","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Alzheimer Society Research Program","keywords":"Verbal fluency test; Baseline (sea); Cognitive decline; Psychology; Cognition; Fluency; Cognitive psychology; Neuropsychology; Medicine; Dementia; Psychiatry; Political science; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009724031,0.0004049597,0.0003309481,0.001333713,0.0003093395,0.0007240701,0.0003096965,0.0005449488,0.002212825],"category_scores_gemma":[0.002748176,0.00009808256,0.0002766396,0.0005318337,0.0004562344,0.000515027,0.0004039665,0.0004538418,0.0004170436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678768,"about_ca_system_score_gemma":0.000155239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324697,"about_ca_topic_score_gemma":0.001484324,"domain_scores_codex":[0.9997284,0.00004256595,0.00004140414,0.00007359761,0.00006320975,0.00005089931],"domain_scores_gemma":[0.9978205,0.0004699191,0.0009525006,0.0001308595,0.0002567537,0.0003693272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000789971,0.000194139,0.9934942,0.00002013138,0.00004186184,0.0002430561,0.0002313695,0.00006231789,0.001646501,0.00003031807,0.00008468663,0.003161378],"study_design_scores_gemma":[0.000006161048,0.0005201281,0.9984785,0.000003703236,0.0000129984,0.0003937199,0.0001481968,0.00008370539,0.0002358338,0.00005022977,0.00006388256,0.000003033307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989797,0.0001036574,0.00009933725,0.000009425494,0.000004919377,0.000008766276,0.000157658,0.000003998533,0.0006325165],"genre_scores_gemma":[0.9992844,0.00002899141,0.00007954454,0.000008067195,0.000005907983,0.000007582817,0.0002499844,0.000001099524,0.0003343771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212825,"threshold_uncertainty_score":0.007402599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009594414305306559,"score_gpt":0.2917907506576643,"score_spread":0.2821963363523577,"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."}}