{"id":"W6920413767","doi":"10.60692/gk89e-dr991","title":"Screening of Dementia","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Intervention (counseling); Vascular dementia; Disease; Population; Health care; Population ageing; Cognitive decline","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00171853,0.0009057412,0.001022081,0.003872763,0.0006896816,0.001432359,0.001166654,0.001515698,0.02806155],"category_scores_gemma":[0.009276161,0.0001925959,0.0008183082,0.002065795,0.0002850604,0.001185678,0.001417456,0.001303895,0.01344734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008821288,"about_ca_system_score_gemma":0.001353655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003098181,"about_ca_topic_score_gemma":0.004377431,"domain_scores_codex":[0.9983948,0.0004770347,0.000213695,0.0002949742,0.0004643765,0.000155194],"domain_scores_gemma":[0.9970958,0.0004523075,0.0003212004,0.0001446905,0.001651414,0.0003346351],"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":[0.0002891524,0.0001525817,0.02357143,0.001859067,0.0001294052,0.0008574893,0.0003453789,0.00008202362,0.0007326466,0.001826363,0.5466402,0.4235142],"study_design_scores_gemma":[0.0001130953,0.0003918346,0.06193171,0.004094783,0.0002640088,0.005828402,0.0005486513,0.0003834161,0.001831904,0.003510017,0.9210189,0.000083256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0555382,0.308502,0.02959424,0.05475986,0.04719951,0.005287568,0.03899129,0.00555451,0.4545729],"genre_scores_gemma":[0.2704202,0.2722234,0.06030538,0.06518146,0.02274923,0.005357068,0.05993578,0.0009146166,0.2429128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02806155,"threshold_uncertainty_score":0.09387523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274409405337345,"score_gpt":0.2540511112967236,"score_spread":0.2213070172433502,"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."}}