{"id":"W4353093265","doi":"10.1186/s12877-023-03825-1","title":"Creativity across the lifespan: changes with age and with dementia","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Dementia; Cognition; Test (biology); Psychology; Montreal Cognitive Assessment; Gerontology; Task (project management); Cognitive decline; Cognitive impairment; Developmental psychology; Older people; Clinical psychology; Medicine; Psychiatry; Disease; Social psychology; Internal medicine","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":[0.000717749,0.000224358,0.0003372761,0.0015427,0.0004939538,0.0009769496,0.0003211465,0.0004937327,0.001297191],"category_scores_gemma":[0.004984048,0.0001313494,0.0002842647,0.001475256,0.0004450436,0.0008376872,0.0007657358,0.0004285833,0.000228204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085668,"about_ca_system_score_gemma":0.000262683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003521967,"about_ca_topic_score_gemma":0.00312662,"domain_scores_codex":[0.999642,0.00005849986,0.00005180576,0.0001026558,0.00009222517,0.0000527127],"domain_scores_gemma":[0.9978249,0.0002757174,0.001115292,0.00009722406,0.0003664316,0.0003204008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001894195,0.00005328056,0.980391,0.00004529398,0.00005807383,0.000250024,0.001288666,0.00005163607,0.0003886662,0.00005275266,0.000185586,0.01704565],"study_design_scores_gemma":[0.000001983996,0.00005516236,0.9988281,0.00001119825,0.00001001219,0.000423557,0.0003520265,0.00002750935,0.00002651807,0.0000862142,0.0001747479,0.000003047658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99604,0.002394764,0.00009098014,0.0001076851,0.000007595381,0.000006939589,0.0002983733,0.000005973845,0.001047762],"genre_scores_gemma":[0.9988826,0.0005690082,0.0001355666,0.00002615024,0.00001193354,0.000005806313,0.0001863,0.000001662935,0.0001810181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003521967,"threshold_uncertainty_score":0.00700295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06095829724089189,"score_gpt":0.3569568192395864,"score_spread":0.2959985219986945,"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."}}