{"id":"W4380883152","doi":"10.1002/alz.063422","title":"A community‐based study of reporting demographic and clinical information concordance between informant and cognitively impaired participants","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":"","funders":"","keywords":"Concordance; Montreal Cognitive Assessment; Cognition; Telephone interview; Gerontology; Psychology; Medicine; Clinical psychology; Cognitive impairment; Psychiatry","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":[0.004630573,0.0002924142,0.0003330215,0.00140617,0.001472289,0.001339391,0.0008245823,0.0007988814,0.001878452],"category_scores_gemma":[0.0184389,0.0005581798,0.0003444274,0.001412041,0.0007168616,0.0008757706,0.001138731,0.0006264852,0.0003764719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492092,"about_ca_system_score_gemma":0.000609983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02178411,"about_ca_topic_score_gemma":0.01872213,"domain_scores_codex":[0.9954249,0.002255427,0.0003968748,0.000794443,0.0007677568,0.0003605401],"domain_scores_gemma":[0.9900846,0.003326678,0.002951569,0.001122313,0.001876564,0.0006382741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001051487,0.0001049971,0.9948044,0.00001683185,0.00004475142,0.00009279955,0.003661213,0.00000948027,0.0001592412,0.00003236008,0.00008813527,0.000880616],"study_design_scores_gemma":[0.0000160893,0.0002799978,0.9910985,0.00002658378,0.00003908523,0.000415609,0.007272634,0.0002197498,0.0001343326,0.0000442865,0.0004378188,0.00001528823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993788,0.00004722761,0.0001184586,0.00002111918,0.000003825697,0.00002074058,0.0001429763,0.000001372133,0.0002655807],"genre_scores_gemma":[0.9995251,0.00002842388,0.0001305007,0.00002916166,0.000004270249,0.00002640052,0.0001283599,0.000001825244,0.0001259736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02178411,"threshold_uncertainty_score":0.04331464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555269545863964,"score_gpt":0.4169131148820302,"score_spread":0.2613861602956338,"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."}}