{"id":"W2126824194","doi":"10.1017/s0317167100001190","title":"Screening for Cognitive Impairment and Dementia in the Elderly","year":2001,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University","funders":"","keywords":"Dementia; Cognition; MEDLINE; Randomized controlled trial; Medicine; Psychological intervention; Affect (linguistics); Cognitive impairment; Cognitive decline; Systematic review; Natural history; Psychiatry; Gerontology; Psychology; Clinical psychology; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006410736,0.001337242,0.004702111,0.005851857,0.0003780684,0.001552067,0.001211555,0.00189227,0.003911615],"category_scores_gemma":[0.02490873,0.0005723608,0.002371022,0.005191345,0.0005634113,0.001082817,0.0006215782,0.000901759,0.0004116355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748273,"about_ca_system_score_gemma":0.007993971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01325045,"about_ca_topic_score_gemma":0.02603908,"domain_scores_codex":[0.9958851,0.001711057,0.001088449,0.000256329,0.0009238044,0.0001353403],"domain_scores_gemma":[0.9902817,0.005973102,0.002532389,0.00006334973,0.000971665,0.000177748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005348593,0.00005347483,0.0009315247,0.7710665,0.003597956,0.0001670412,0.0001193094,0.0001253662,0.0001595211,0.0002884249,0.006579565,0.2163765],"study_design_scores_gemma":[0.001330868,0.0007108758,0.01232361,0.8997166,0.02761142,0.001607803,0.0003255254,0.0001597715,0.0003149184,0.00053535,0.05531548,0.00004771769],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000222185,0.9992256,0.00002471511,0.0001867627,0.00009763613,0.00006528509,0.0000283847,0.000001821458,0.0001476388],"genre_scores_gemma":[0.004295843,0.9946738,0.0003052171,0.0003482979,0.0001196251,0.0001151215,0.00004558006,6.454903e-7,0.00009571714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01325045,"threshold_uncertainty_score":0.0339036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09781236427915949,"score_gpt":0.3738505710374964,"score_spread":0.2760382067583369,"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."}}