{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005351796,0.0000654153,0.0001649331,0.0001248843,0.00008615537,0.00002529899,0.00004459131,0.00001635026,0.00008478772],"category_scores_gemma":[0.0005161903,0.00004731522,0.00001728934,0.000489407,0.0004597928,0.0001716669,0.0000614394,0.00004823798,4.200826e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005542677,"about_ca_system_score_gemma":0.000291131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004431505,"about_ca_topic_score_gemma":0.00003291094,"domain_scores_codex":[0.9989157,0.000114858,0.0001331305,0.0002136675,0.0004864588,0.0001361561],"domain_scores_gemma":[0.9989191,0.0006605417,0.00007454463,0.00006020627,0.0002436248,0.00004203216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000111785,0.001047576,0.9643131,0.0001095806,0.00005867478,0.00003334834,0.007305225,0.000001253796,0.008472302,0.00008097023,0.00001055117,0.01845557],"study_design_scores_gemma":[0.0007014695,0.007347144,0.880858,0.0003006303,0.0000662168,0.00003207836,0.08562977,0.00005298359,0.02491873,0.00003844462,0.000002273185,0.00005226538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950134,0.0001391101,0.0006452663,0.0001644001,0.00001239892,0.0003419595,0.000004152215,0.000006568417,0.003672722],"genre_scores_gemma":[0.9991322,0.00001705082,0.0002018575,0.00004061445,0.000009328611,0.00001571093,0.000002472933,0.000003762397,0.000577054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08345517,"threshold_uncertainty_score":0.1929459,"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."}}