{"id":"W4417427276","doi":"10.1002/alz.70960","title":"Thyroid function and cognitive health: rethinking the relationship between “suboptimal” TSH/FT4 levels and cognitive decline","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Parkwood Institute; Queen's University; University of Toronto; Kingston Health Sciences Centre; Island Health; University of British Columbia; Baycrest Hospital; University of Victoria","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Cognitive decline; Cognition; Thyroid function; Dementia; Thyroid; Thyroid dysfunction; Function (biology)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007452463,0.0004035508,0.0004580904,0.00154982,0.0008896722,0.002105986,0.001568285,0.0009898961,0.001696814],"category_scores_gemma":[0.02257577,0.0001701501,0.0007248593,0.001865958,0.002362046,0.001349333,0.0007230786,0.001933922,0.0001524427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539683,"about_ca_system_score_gemma":0.005477796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2609046,"about_ca_topic_score_gemma":0.3056767,"domain_scores_codex":[0.9982156,0.000573918,0.0001447003,0.0003003955,0.0005865232,0.0001789808],"domain_scores_gemma":[0.9895504,0.004950487,0.001973868,0.0007532025,0.002168064,0.0006039698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002724532,0.00001938709,0.9791926,0.0001256007,0.0002521865,0.0001018502,0.0006026445,0.00009177439,0.0001611686,0.0004311826,0.0009078147,0.01784138],"study_design_scores_gemma":[0.00002128781,0.0001345141,0.9932724,0.0002733692,0.000392142,0.0002711166,0.001157332,0.0006597188,0.0002597944,0.001794291,0.001744761,0.00001927911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576135,0.01894483,0.001308982,0.01585641,0.0002769696,0.00004307362,0.000933447,0.00002917983,0.004993647],"genre_scores_gemma":[0.9964509,0.001292261,0.0005089776,0.001208577,0.0001420311,0.000008621394,0.0001388399,0.000004446595,0.000245337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2609046,"threshold_uncertainty_score":0.518772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07219753819765898,"score_gpt":0.3415474025939043,"score_spread":0.2693498643962453,"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."}}