{"id":"W4307711838","doi":"10.1177/02537176221130252","title":"The Prevalence of Comorbidities and Associated Factors among Patients with Dementia in the Indian Setting: Meta-analysis of Observational Studies","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Psychological Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Observational study; Meta-analysis; Dementia; Medicine; Comorbidity; Psychiatry; Gerontology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01872755,0.001989573,0.009066597,0.005938327,0.0007702782,0.00356826,0.002006589,0.001653227,0.001632929],"category_scores_gemma":[0.03835415,0.001411219,0.04543769,0.006964352,0.0005443551,0.001229336,0.001503236,0.002079551,0.0001236183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612023,"about_ca_system_score_gemma":0.002135194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007865688,"about_ca_topic_score_gemma":0.01021229,"domain_scores_codex":[0.9871342,0.006783942,0.003519392,0.001253499,0.0009039358,0.0004049731],"domain_scores_gemma":[0.9672443,0.0243425,0.004241375,0.002203025,0.001619544,0.0003492833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001905273,0.00003872439,0.05955287,0.04204384,0.8901742,0.0002256572,0.00009559411,0.001089677,0.0002054374,0.0001196588,0.000379673,0.004169463],"study_design_scores_gemma":[0.000242298,0.0001697057,0.02693485,0.003913592,0.9666054,0.0002060066,0.00008160603,0.0006550616,0.0001452206,0.0002762413,0.0007440847,0.00002590387],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08248439,0.9097836,0.003149247,0.0007164817,0.0003705898,0.0003754878,0.002372192,0.00008222595,0.0006658718],"genre_scores_gemma":[0.818887,0.1715571,0.005275003,0.0007116923,0.0002538665,0.0008168654,0.002181102,0.00004283981,0.0002744661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01872755,"threshold_uncertainty_score":0.09904194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1716581939673536,"score_gpt":0.4081284344496914,"score_spread":0.2364702404823378,"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."}}