{"id":"W4413113806","doi":"10.1002/alz.70571","title":"Dementia care and mortality in people experiencing homelessness: A matched cohort study","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"Public Health Agency of Canada","keywords":"Dementia; Cohort; Gerontology; Cohort study; Medicine; Psychology; Psychiatry; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008215823,0.0002398794,0.0003838985,0.0009325507,0.001232179,0.000781384,0.0004534232,0.0004934704,0.001435936],"category_scores_gemma":[0.00151094,0.0003854178,0.0006495066,0.001531845,0.0003256192,0.0005887659,0.000642672,0.0006163054,0.0002567172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008514273,"about_ca_system_score_gemma":0.001066932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.151758,"about_ca_topic_score_gemma":0.1595022,"domain_scores_codex":[0.9993993,0.00009872359,0.00006058021,0.0001086594,0.0001587717,0.0001740171],"domain_scores_gemma":[0.9993786,0.00004233689,0.000203672,0.00007008515,0.000103898,0.0002013783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175206,0.0001139936,0.9984623,0.000009601974,0.00007887856,0.00006988228,0.0002818531,0.000008775157,0.00006171483,0.00001141665,0.0001439886,0.0006399452],"study_design_scores_gemma":[0.0000235792,0.0001293371,0.9990108,0.00001186467,0.00003733108,0.00007711434,0.0004782518,0.00003806643,0.00001196722,0.00001040277,0.0001676046,0.000003639722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985511,0.0001347591,0.00004470214,0.00003996705,0.00000909402,0.00005634016,0.0007888791,0.000002038738,0.0003732328],"genre_scores_gemma":[0.9990428,0.0001144521,0.00005199098,0.00005338206,0.000008642658,0.00003264608,0.0004939497,9.923472e-7,0.0002010495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151758,"threshold_uncertainty_score":0.3017493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615205813780397,"score_gpt":0.3913701741914832,"score_spread":0.3552181160536793,"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."}}