{"id":"W2097447857","doi":"10.1111/j.1447-0594.2011.00715.x","title":"Screening of patients with cognitive impairment when entering a rehabilitation unit","year":2011,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brantford Energy (Canada)","funders":"Université de Limoges","keywords":"Medicine; Rehabilitation; Dementia; Cognition; Cognitive impairment; Cognitive rehabilitation therapy; Physical medicine and rehabilitation; Epidemiology; Population; Memory clinic; Unit (ring theory); Disease; Physical therapy; Gerontology; Psychiatry; Psychology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005972387,0.0003922878,0.000601273,0.0009868145,0.0001299746,0.0000464017,0.0003881409,0.0002714178,0.001997088],"category_scores_gemma":[0.0004419719,0.000357948,0.0001806948,0.0002510128,0.0004215343,0.0004225455,0.0003028827,0.0003613634,0.00001674996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549027,"about_ca_system_score_gemma":0.0001579763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003182082,"about_ca_topic_score_gemma":0.0001350636,"domain_scores_codex":[0.9967529,0.0001636548,0.000918647,0.0007522448,0.0008683846,0.0005441682],"domain_scores_gemma":[0.9966003,0.0003859331,0.000612135,0.0002601546,0.001905069,0.0002363509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00512026,0.001301319,0.9762992,0.00006899742,0.001156768,0.00006153837,0.002348644,0.000001296432,0.00007509248,0.001934443,0.000322406,0.01131002],"study_design_scores_gemma":[0.008817761,0.002546822,0.9835843,0.00008486597,0.0003466125,0.000109212,0.001055785,0.0002435544,0.0001810501,0.0007370874,0.001968089,0.0003248445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710667,0.0002426461,0.016601,0.001160194,0.00105662,0.0009626314,0.0002081042,0.00006728286,0.008634805],"genre_scores_gemma":[0.9797102,0.0001731332,0.01829641,0.0002939084,0.000187788,0.0001548368,0.0005791159,0.000041565,0.0005630227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098518,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330644617395148,"score_gpt":0.3060004066805514,"score_spread":0.2729359449410366,"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."}}