{"id":"W4416182841","doi":"10.2196/80575","title":"Assessment of Bidirectional and Threshold-Response Associations Between Cognitive Function and Physical Performance: Nationwide Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Population; Function (biology); Affect (linguistics); Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0035117,0.0002832429,0.0003513463,0.0006352908,0.0003881749,0.0004320514,0.0003812358,0.0003994222,0.0006591373],"category_scores_gemma":[0.004391909,0.0002806382,0.0006335232,0.001037034,0.0002864589,0.0005283076,0.0006477081,0.0005411921,0.0001799911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981849,"about_ca_system_score_gemma":0.0005642889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008351011,"about_ca_topic_score_gemma":0.01269467,"domain_scores_codex":[0.9988058,0.0004888469,0.000146991,0.0002831878,0.0001515369,0.0001236329],"domain_scores_gemma":[0.9969338,0.0004704522,0.001151099,0.0006182842,0.0005677717,0.0002585741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002205226,0.00001392,0.9994091,0.00000442546,0.00005511007,0.000008414466,0.00003697199,0.00001440299,0.00004736779,0.000009318344,0.00001865701,0.0003603024],"study_design_scores_gemma":[0.000002410436,0.00004762804,0.9995161,0.000003464487,0.00003608539,0.00003885523,0.0001013748,0.0001680522,0.00002184019,0.00001805854,0.00004402689,0.000002041855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990655,0.00008293465,0.0003412412,0.00001519515,0.000002773493,0.00001263919,0.0003044597,0.000003482424,0.0001718475],"genre_scores_gemma":[0.9993365,0.0000316796,0.0002043232,0.00001608842,0.000002608632,0.00001712322,0.0003378054,0.000001654538,0.00005200682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008351011,"threshold_uncertainty_score":0.01857185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304707769025221,"score_gpt":0.453279511588946,"score_spread":0.3228087346864239,"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."}}