{"id":"W4390191746","doi":"10.1002/alz.082990","title":"Creating National Dementia Caregiver Profiles: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Alzheimer Society of Canada","funders":"","keywords":"Dementia; Ethnic group; Data collection; Preparedness; Psychology; Mental health; Gerontology; Nursing; Medicine; Psychiatry; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03159573,0.0004962561,0.0006643381,0.002359138,0.004889383,0.002916625,0.001891638,0.0007395947,0.003774766],"category_scores_gemma":[0.03870697,0.0007768387,0.0007050887,0.002568415,0.001039403,0.003126463,0.005181047,0.00171982,0.001663468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008995553,"about_ca_system_score_gemma":0.02594618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1437964,"about_ca_topic_score_gemma":0.2668492,"domain_scores_codex":[0.9924169,0.003968104,0.0008613455,0.0005693171,0.001130432,0.001053968],"domain_scores_gemma":[0.9678736,0.006540244,0.001286475,0.003750794,0.01439289,0.006155993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002407905,0.01537927,0.4497326,0.001397107,0.0001179863,0.001397399,0.2030436,0.0005103259,0.001736155,0.001615617,0.03036421,0.2922979],"study_design_scores_gemma":[0.001980211,0.006224987,0.5632777,0.00130305,0.0002170033,0.0006052057,0.34321,0.002572328,0.00188573,0.00150017,0.07695332,0.0002703846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607535,0.000175309,0.003168003,0.001145452,0.00009669634,0.02311805,0.006142503,0.0001387885,0.005261671],"genre_scores_gemma":[0.9094187,0.0006305841,0.0346209,0.001079861,0.00005559912,0.03881634,0.01161137,0.0000859123,0.003680791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437964,"threshold_uncertainty_score":0.2859189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07031301573450173,"score_gpt":0.3546627991855751,"score_spread":0.2843497834510734,"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."}}