{"id":"W4392919351","doi":"10.1002/alz.13763","title":"Dementia and mild cognitive impairment screening in an emergency homeless shelter","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arizona Department of Health Services","keywords":"Dementia; Cognitive impairment; Cognition; Psychology; Psychiatry; Emergency department; Gerontology; Medicine; Medical emergency; 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":[0.001012863,0.0002454329,0.0003017471,0.001072092,0.0006806325,0.000498732,0.0003986243,0.000353433,0.00152966],"category_scores_gemma":[0.003319653,0.0001946102,0.0002023197,0.0005608581,0.000324302,0.0004024695,0.0008328267,0.0004701649,0.0002193837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043303,"about_ca_system_score_gemma":0.000645215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009676392,"about_ca_topic_score_gemma":0.01639383,"domain_scores_codex":[0.9995111,0.0001652108,0.00006990645,0.00004669181,0.0001101392,0.0000969628],"domain_scores_gemma":[0.998818,0.000118993,0.0005220719,0.00004120414,0.0001847922,0.0003149309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009522714,0.000167181,0.9935221,0.00003769042,0.00001149793,0.0004271604,0.0004437156,0.00002423999,0.0002636588,0.00000696857,0.0003636476,0.004637029],"study_design_scores_gemma":[0.00001192247,0.0003192815,0.9975781,0.00004587377,0.000009278212,0.000724718,0.000902071,0.00007468001,0.0001190622,0.0000180287,0.0001931085,0.000004038672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986468,0.0001623968,0.00003483371,0.0000968348,0.000006392407,0.00005572779,0.0001613779,0.000005029766,0.0008306087],"genre_scores_gemma":[0.9992778,0.0001281795,0.0001658608,0.00008534869,0.000009940778,0.00002477836,0.0001209053,6.487186e-7,0.0001866526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009676392,"threshold_uncertainty_score":0.01924014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07187916841176847,"score_gpt":0.4110556050183232,"score_spread":0.3391764366065547,"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."}}