{"id":"W3128534629","doi":"10.3390/brainsci11020213","title":"Activities of Daily Living and Categorization Skills of Elderly with Cognitive Deficit: A Preliminary Study","year":2021,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Junta de Comunidades de Castilla-La Mancha; Ministerio de Ciencia, Innovación y Universidades","keywords":"Categorization; Activities of daily living; Cognition; Psychology; Montreal Cognitive Assessment; Cognitive skill; Cognitive deficit; Receiver operating characteristic; Cognitive impairment; Medicine; Internal medicine; Psychiatry; Artificial intelligence; Computer science","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":[0.0006099246,0.0003412542,0.000327494,0.0007936315,0.0004600809,0.0003791017,0.0001549451,0.0003428812,0.001194442],"category_scores_gemma":[0.001396849,0.0001409909,0.0004008804,0.0004806286,0.000257217,0.0004351,0.0004028727,0.0003321058,0.0003306693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001742495,"about_ca_system_score_gemma":0.0003069203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002748445,"about_ca_topic_score_gemma":0.004565819,"domain_scores_codex":[0.9998437,0.00003839313,0.00002285555,0.00002068933,0.00003825815,0.00003597758],"domain_scores_gemma":[0.9993904,0.0001524238,0.0001175823,0.00003760587,0.0001393377,0.0001626092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000933532,0.002134762,0.9794858,0.00008277551,0.00008741902,0.0008577922,0.002554866,0.00006076094,0.001482056,0.00003899314,0.0001521195,0.01212918],"study_design_scores_gemma":[0.00003315248,0.002790512,0.9945333,0.00001265104,0.0000403155,0.0007038414,0.001223598,0.00008765498,0.0001258732,0.00004517202,0.0003974503,0.000006528452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995261,0.0001318438,0.00002526482,0.000008936162,0.000001513211,0.00001352088,0.00004244259,6.248047e-7,0.0002497679],"genre_scores_gemma":[0.9993819,0.0001473326,0.0001010397,0.00002519503,0.000007708352,0.0000229677,0.0001115074,4.007777e-7,0.000201981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002748445,"threshold_uncertainty_score":0.005464852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744188494289619,"score_gpt":0.3203114384470556,"score_spread":0.3028695535041594,"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."}}