{"id":"W6941107864","doi":"10.12114/j.issn.1007-9572.2023.0588","title":"Analysis on the Perceptions Toward Mild Cognitive Impairment and Medical Willingness among Population Aged over 55 Years in Shanghai Based on a Proactive Health Perspective","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community health; Intervention (counseling); Population; Cognitive impairment; Urban community; Logistic regression; Service (business); Montreal Cognitive Assessment; Psychological intervention","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":[0.0008810436,0.0003265478,0.0001851472,0.001222065,0.0004628609,0.0004708128,0.0001803868,0.0002351441,0.001479138],"category_scores_gemma":[0.001490004,0.0001594708,0.0006303816,0.000931041,0.0003630987,0.0003253757,0.0005415747,0.0003406264,0.0001364015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005998951,"about_ca_system_score_gemma":0.0006511403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02352748,"about_ca_topic_score_gemma":0.02302296,"domain_scores_codex":[0.9996709,0.00008271911,0.00003997045,0.0000406009,0.00007766555,0.00008821314],"domain_scores_gemma":[0.9987347,0.0001992664,0.0003875396,0.00004070634,0.00021901,0.0004188072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000028893,0.00003382386,0.9972458,0.00002047653,0.0000235263,0.00005391549,0.001239517,0.00003559728,0.0001138909,0.00001456168,0.00008683228,0.001103229],"study_design_scores_gemma":[0.000001623971,0.00006603805,0.9978681,0.000004910389,0.00001014034,0.00002418057,0.00187391,0.00006503277,0.00001642885,0.00000492334,0.00006224555,0.000002495996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996215,0.00003854482,0.0000189002,0.0000322326,0.000001770014,0.000007168461,0.00009599403,9.429187e-7,0.000182939],"genre_scores_gemma":[0.9996712,0.00003937747,0.00002570001,0.00001677137,0.000002641442,0.00001020702,0.00013797,2.406642e-7,0.00009597692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02352748,"threshold_uncertainty_score":0.04678106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124536991111593,"score_gpt":0.4774938182041261,"score_spread":0.3529568270925331,"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."}}