{"id":"W4404155957","doi":"10.1097/wad.0000000000000647","title":"Dementia and Its Profound Impact on Family Members and Partners","year":2024,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Healthwise; Eli Lilly and Company","keywords":"Dementia; Alzheimer's disease; Gerontology; Medicine; Psychology; Disease; Internal medicine","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":[0.001497209,0.0003781143,0.0004747794,0.0006492256,0.001730986,0.001284779,0.0002670626,0.0003678981,0.004749284],"category_scores_gemma":[0.006288266,0.0001600155,0.0003720284,0.0007116955,0.0006696006,0.0008873948,0.00241739,0.000547051,0.0003616264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007293813,"about_ca_system_score_gemma":0.0008018899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004740498,"about_ca_topic_score_gemma":0.007408871,"domain_scores_codex":[0.998367,0.000898316,0.00009771481,0.00009681284,0.0002979331,0.0002422784],"domain_scores_gemma":[0.9972416,0.0005336722,0.001022303,0.00009752474,0.0003109149,0.00079409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002673954,0.0001827653,0.9041865,0.000287375,0.0001915651,0.001806952,0.0080874,0.0001368913,0.0003305527,0.0003090146,0.003983572,0.08023004],"study_design_scores_gemma":[0.00002218327,0.0004596808,0.963437,0.0005888023,0.0001218551,0.006797248,0.01688254,0.00008727814,0.0002869441,0.0008249039,0.01044349,0.00004807892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832451,0.005432906,0.0001638328,0.001638515,0.00007097505,0.00002023045,0.0004684051,0.000009626923,0.008950307],"genre_scores_gemma":[0.9978276,0.001345358,0.00009489869,0.0001855505,0.0000217392,0.00001138737,0.0001017574,8.937704e-7,0.0004108303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004749284,"threshold_uncertainty_score":0.01588798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450168077896294,"score_gpt":0.3572516798147187,"score_spread":0.3327499990357558,"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."}}