{"id":"W4390200936","doi":"10.1002/alz.077261","title":"Examining the relationships between cognitive function and physical and mental health: interim findings from HKMMSOP","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical Dementia Rating; Neurocognitive; Montreal Cognitive Assessment; Dementia; Cognition; Mental health; Medicine; Rating scale; Population; Interim; Gerontology; Psychology; Psychiatry; Disease; Internal medicine; Environmental health; Developmental psychology","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":[0.005884398,0.0007322053,0.0007239881,0.001098847,0.0009597935,0.001120039,0.001104868,0.0003716438,0.002749517],"category_scores_gemma":[0.00487249,0.0006056507,0.001536587,0.002366653,0.0005153715,0.0007248399,0.001920758,0.0006876919,0.001002793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949278,"about_ca_system_score_gemma":0.004177306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2990517,"about_ca_topic_score_gemma":0.2885386,"domain_scores_codex":[0.9980139,0.0007752362,0.0001558669,0.0002239726,0.0004270227,0.000404036],"domain_scores_gemma":[0.9948311,0.0008727608,0.0007418555,0.0008302003,0.00191416,0.0008099238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006627316,0.000182258,0.9893299,0.00007760192,0.0003964481,0.0001270482,0.000764875,0.0001690634,0.0002293684,0.00002499829,0.00239476,0.005640994],"study_design_scores_gemma":[0.00002332835,0.0001944728,0.997908,0.00001316223,0.0001526278,0.00003243859,0.0007546995,0.00009865414,0.00008108362,0.000004566836,0.0007300547,0.000006966449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819309,0.0002926046,0.0004520505,0.0001137054,0.00002462893,0.0001345811,0.01592182,0.00002003504,0.001109717],"genre_scores_gemma":[0.9734219,0.0002829782,0.0009451346,0.0001862567,0.00004114559,0.0005071527,0.02235635,0.00002033522,0.00223873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2990517,"threshold_uncertainty_score":0.594622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147494779145513,"score_gpt":0.3552233645540662,"score_spread":0.2404738866395149,"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."}}