{"id":"W7117276144","doi":"10.1002/alz70858_099108","title":"The Cause and Consequence Relationships between Domestic Abuse and Alzheimer's Disease: Identification of Five Subtypes","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health; University of Toronto; Krembil Foundation","funders":"","keywords":"Domestic violence; Disease; Dementia; Identification (biology); Risk factor; Affect (linguistics); Sexual abuse; Incidence (geometry)","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":[0.001571147,0.0004121342,0.0004663766,0.002184543,0.00139685,0.001946686,0.000704155,0.0006634984,0.001514923],"category_scores_gemma":[0.004776202,0.0003350146,0.0007078976,0.001571888,0.001261573,0.002544299,0.002533857,0.001126093,0.0002537196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041873,"about_ca_system_score_gemma":0.001786007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108043,"about_ca_topic_score_gemma":0.01620607,"domain_scores_codex":[0.9988534,0.000401171,0.0002044717,0.00009228232,0.0002918758,0.0001568033],"domain_scores_gemma":[0.9982154,0.0003501656,0.0007933712,0.00009866364,0.0003413022,0.0002011637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009064608,0.00008077028,0.9320351,0.000182403,0.00006063415,0.001020341,0.00338322,0.0001444303,0.0003402574,0.003888163,0.0007781739,0.05799584],"study_design_scores_gemma":[0.000007679935,0.000119548,0.9638953,0.000554613,0.0001102963,0.01168945,0.01257688,0.0007746759,0.0002163176,0.004658959,0.005369959,0.00002645398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475722,0.02660421,0.002990286,0.004774753,0.0001010798,0.0002863148,0.0004139811,0.00002781169,0.01722931],"genre_scores_gemma":[0.9775609,0.01715278,0.003610112,0.0003997509,0.0000931514,0.00006820635,0.0003940299,0.000007435567,0.0007136565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108043,"threshold_uncertainty_score":0.0220319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004033137412832,"score_gpt":0.3263923071245405,"score_spread":0.2863519757504122,"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."}}