{"id":"W2051335985","doi":"10.1136/ebmh.7.3.70","title":"DemTect effective in screening for mild cognitive impairment and mild dementia","year":2004,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Portfolio; Mandate; Business; Sustainable development; Asset (computer security); Socially responsible investing; Sustainability; Investment strategy; Investment (military); Actuarial science; Economics; Finance; Environmental economics; Corporate governance; Computer science; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.001512636,0.0004318613,0.0008256161,0.0004237781,0.000263091,0.00006567728,0.0001643154,0.0003535582,0.0001616158],"category_scores_gemma":[0.00005280086,0.0005377493,0.0001886549,0.0001263297,0.0001236223,0.0003168811,0.00007132519,0.0006359225,0.0001050895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002225498,"about_ca_system_score_gemma":0.0001384372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510829,"about_ca_topic_score_gemma":0.0001408523,"domain_scores_codex":[0.997088,0.00008724775,0.001011394,0.001022891,0.00008901623,0.0007014066],"domain_scores_gemma":[0.9983367,0.0005223083,0.0007870551,0.0002144926,0.000009904817,0.00012954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001948252,0.000971354,0.6106164,0.008689595,0.001163544,0.00003849359,0.004238457,0.001748089,0.000009146401,0.001404126,0.3326981,0.03647445],"study_design_scores_gemma":[0.02611969,0.006349093,0.8820322,0.0171473,0.0001906852,0.00001512673,0.000746174,0.004556649,0.0004618079,0.007321449,0.05180717,0.003252713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2218442,0.07655977,0.01683626,0.6606311,0.001755738,0.01788282,0.003999533,0.0001154242,0.0003751159],"genre_scores_gemma":[0.5836851,0.002568516,0.004237661,0.4050333,0.0007661872,0.001771724,0.001669363,0.0001328706,0.0001352212],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3618408,"threshold_uncertainty_score":0.9997074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144890121375855,"score_gpt":0.2951994230240488,"score_spread":0.1503093016481938,"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."}}