{"id":"W4401988200","doi":"10.4103/ijnpnd.ijnpnd_59_22","title":"Prevalence and Risk Factors of Cognitive Impairment and its Effect on Quality of Life","year":2022,"lang":"en","type":"article","venue":"International journal of Nutrition Pharmacology Neurological Diseases","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Gerontology; Quality (philosophy); Medicine; Psychology; Environmental health; Psychiatry; Philosophy","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":[0.001462415,0.0003268633,0.0003868809,0.001128673,0.0002737642,0.0007596966,0.0003989084,0.0004920634,0.001464029],"category_scores_gemma":[0.003533861,0.0002500253,0.0008259888,0.0009746255,0.0002799971,0.0004199096,0.0005674319,0.0007069238,0.0002208423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004338963,"about_ca_system_score_gemma":0.0003977836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01537681,"about_ca_topic_score_gemma":0.01360704,"domain_scores_codex":[0.9992742,0.0002065361,0.0000744287,0.0001423012,0.0001522186,0.0001502591],"domain_scores_gemma":[0.9973055,0.0003243329,0.001524349,0.0001500995,0.0002879937,0.000407676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000106392,0.00006628089,0.9984075,0.00001193231,0.0001174486,0.0000265697,0.00002441353,0.00003741062,0.00004652063,0.000009104262,0.00006695911,0.001079396],"study_design_scores_gemma":[0.000002130068,0.00004556809,0.9997739,0.000004612602,0.00001599584,0.00003698108,0.00002015384,0.00005377438,0.00000809495,0.000007072396,0.00003029671,0.000001433212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967224,0.00108922,0.0000843871,0.0001028188,0.000009457412,0.00001246961,0.001057157,0.000004771799,0.0009172988],"genre_scores_gemma":[0.9985992,0.0002943831,0.000117752,0.00003118682,0.00001843026,0.00001289038,0.0007127269,0.000001645961,0.000211805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01537681,"threshold_uncertainty_score":0.03057462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07263269735018861,"score_gpt":0.4893011952581774,"score_spread":0.4166684979079888,"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."}}