{"id":"W7117317396","doi":"10.1002/alz70858_106983","title":"Discrepancies in Dementia Severity Perceptions: Exploring the Agreement Between Care Partners and Clinical Assessments","year":2025,"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":"McMaster University","funders":"","keywords":"Dementia; Perception; Agreement; Clinical judgment; Clinical Practice; MEDLINE; Cognition","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":[0.0208747,0.0002804507,0.0004579087,0.001886584,0.0008456313,0.001736758,0.0006709634,0.0004217898,0.001084585],"category_scores_gemma":[0.06421135,0.0003770591,0.0006247027,0.0009271504,0.001262226,0.001435292,0.002886932,0.0005960038,0.0001817209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078222,"about_ca_system_score_gemma":0.000771198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005981181,"about_ca_topic_score_gemma":0.005212413,"domain_scores_codex":[0.9873694,0.00840097,0.001337318,0.0006475025,0.001702265,0.0005426073],"domain_scores_gemma":[0.9614308,0.0236286,0.006950491,0.001371315,0.005638968,0.0009798025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000181665,0.00005430168,0.9616236,0.00006529644,0.0001022565,0.00009359726,0.03036812,0.00009063983,0.0001526115,0.00009988674,0.0001639666,0.007004051],"study_design_scores_gemma":[0.00002637938,0.0004231777,0.9095333,0.0001631508,0.00007117152,0.0005320518,0.08506247,0.002210701,0.000401617,0.0003686484,0.001158851,0.00004847809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987011,0.0001687491,0.0003703832,0.00005037997,0.000006729351,0.0000344316,0.00005371468,0.000002452561,0.0006121184],"genre_scores_gemma":[0.9995394,0.00006463649,0.0002192747,0.00001660217,0.00000350666,0.00003430288,0.00005723254,0.000001332605,0.00006373691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208747,"threshold_uncertainty_score":0.1103973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079302911832856,"score_gpt":0.4416506970579913,"score_spread":0.3337204058747057,"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."}}