{"id":"W1990189378","doi":"10.1136/ebn.11.1.23","title":"Review: some screening tests for dementia are accurate and practical for use in primary careCommentary","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dementia; PsycINFO; Medicine; MEDLINE; Primary care; Family medicine; Gerontology; Pathology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008716694,0.0008149162,0.003247415,0.004107406,0.0006178389,0.002867039,0.002092755,0.004192594,0.006272313],"category_scores_gemma":[0.06989186,0.0008114405,0.001861222,0.005690076,0.001011041,0.003105134,0.001059039,0.002247182,0.002352677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094044,"about_ca_system_score_gemma":0.006874773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396623,"about_ca_topic_score_gemma":0.01616602,"domain_scores_codex":[0.9902343,0.003716375,0.003436713,0.0003857358,0.002006632,0.0002202767],"domain_scores_gemma":[0.9486714,0.03166064,0.008517015,0.0007937171,0.009926002,0.0004312405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004051572,0.00002551874,0.001305026,0.2993497,0.001214937,0.0007347733,0.0003437974,0.0001048401,0.000333176,0.001324331,0.3603703,0.3344884],"study_design_scores_gemma":[0.0004297654,0.0001493181,0.009176091,0.4609587,0.003713279,0.002437542,0.0004083314,0.0000899341,0.0003259256,0.001678526,0.5205588,0.00007367299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0003809585,0.96295,0.0002121827,0.02928788,0.003958913,0.0001236747,0.0002486913,0.00002641567,0.002811239],"genre_scores_gemma":[0.006703423,0.9646516,0.0007456793,0.02345284,0.00283066,0.0002480502,0.0002322679,0.00001130332,0.00112425],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008716694,"threshold_uncertainty_score":0.04609883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740672349548351,"score_gpt":0.4206173240822809,"score_spread":0.2465500891274458,"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."}}