{"id":"W4399863318","doi":"10.7759/cureus.62745","title":"Comprehensive Analysis of Dementia Types and Risk Factors: A Study From a Tertiary Care Center in India","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tertiary care; Center (category theory); Dementia; Gerontology; Family medicine; Internal medicine; Disease","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":[0.0004237522,0.0003219024,0.0005244761,0.001375705,0.001471223,0.0009545679,0.0007455968,0.0004801636,0.001348073],"category_scores_gemma":[0.001247539,0.0005834025,0.0004719147,0.002261083,0.0005181363,0.0004919082,0.00100563,0.0006651658,0.0003938959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009778021,"about_ca_system_score_gemma":0.001431366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0307051,"about_ca_topic_score_gemma":0.04024123,"domain_scores_codex":[0.9993713,0.0001186413,0.00008703446,0.0001389926,0.0001076825,0.0001762506],"domain_scores_gemma":[0.9986414,0.000231622,0.0004110595,0.0001266916,0.0002098083,0.0003794708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003418899,0.00007178061,0.9974491,0.00002122509,0.00001456484,0.0005813318,0.0009350139,0.00001035206,0.000134068,0.000009348702,0.0001068625,0.0006319559],"study_design_scores_gemma":[0.000005983637,0.00008450371,0.9967471,0.00001147721,0.00001850709,0.0009442818,0.001986043,0.00004060406,0.00002849656,0.000008520975,0.0001189176,0.000005470551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991999,0.00009092283,0.00003438968,0.00004358604,0.00000298551,0.00002519871,0.0002633872,0.000003605377,0.000335989],"genre_scores_gemma":[0.9992834,0.0001309012,0.00008750684,0.00008701708,0.000008895207,0.00002229243,0.000291388,0.000001987173,0.00008656352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307051,"threshold_uncertainty_score":0.06105274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567847857981926,"score_gpt":0.3231732750209936,"score_spread":0.3074947964411743,"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."}}