{"id":"W4380893821","doi":"10.1002/alz.064935","title":"Dementia associated disorders, cognitive impairment and impact on social roles activities and participation: Patient centric impact","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Affect (linguistics); Quality of life (healthcare); Psychology; Montreal Cognitive Assessment; Medicine; Clinical psychology; Cognitive impairment; Gerontology; Psychiatry; Disease; Internal medicine; Psychotherapist","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":[0.001103501,0.0001540038,0.000369606,0.00178739,0.0004024702,0.0006299684,0.0001983676,0.0002092024,0.002107851],"category_scores_gemma":[0.003550383,0.00009860999,0.0004326278,0.002427198,0.0002998338,0.0004416205,0.0005719943,0.0002775939,0.0001482946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005222853,"about_ca_system_score_gemma":0.0005493182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00412067,"about_ca_topic_score_gemma":0.008510591,"domain_scores_codex":[0.9990546,0.0002675764,0.0002049465,0.00009151975,0.0002755528,0.0001057279],"domain_scores_gemma":[0.9965854,0.0008954806,0.001720618,0.0000732186,0.0004777094,0.0002475694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000297667,0.00001572009,0.997182,0.00004135264,0.00002064236,0.0001272853,0.00005486114,0.00001244188,0.00001849048,0.000009806968,0.00008542291,0.002402106],"study_design_scores_gemma":[0.000001921271,0.00004529133,0.9989476,0.00003170145,0.00002288423,0.0005288865,0.0002022578,0.00003476169,0.00002113303,0.00001407444,0.0001480245,0.000001545843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939388,0.001845029,0.00008434844,0.0001026766,0.000009102866,0.00007853992,0.001544148,0.00000330703,0.002393966],"genre_scores_gemma":[0.999117,0.0003213405,0.00005441519,0.00002220296,0.00001076809,0.00002268726,0.0003449189,4.138572e-7,0.0001063745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00412067,"threshold_uncertainty_score":0.008193374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701029848377942,"score_gpt":0.341738232601264,"score_spread":0.3147279341174846,"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."}}