{"id":"W2102248527","doi":"10.1017/s0714980812000220","title":"A Systematic Review of Screening Tools for Predicting the Development of Dementia","year":2012,"lang":"fr","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Humanities; Political science; Medicine; Philosophy","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":[0.0153196,0.0008611779,0.003439988,0.0009383175,0.0009437583,0.0002054816,0.001108668,0.0002354654,0.00115612],"category_scores_gemma":[0.005329562,0.0006328112,0.001230808,0.0008141575,0.0002756676,0.0002579932,0.00009605513,0.001139756,0.00002680901],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266791,"about_ca_system_score_gemma":0.00670341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629257,"about_ca_topic_score_gemma":0.02328699,"domain_scores_codex":[0.9908736,0.001310912,0.004324938,0.0005521761,0.0006539632,0.002284406],"domain_scores_gemma":[0.989287,0.002359281,0.003096058,0.0007967121,0.001624432,0.002836521],"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":[0.00001178859,0.00009056335,0.001127642,0.8413655,0.00425151,0.0001359185,0.002752328,0.000003860916,0.000004817662,0.0006781099,0.0004704165,0.1491075],"study_design_scores_gemma":[0.0005488432,0.0003045957,0.0006132136,0.6776525,0.01039632,0.0006273947,0.001790072,0.00003799046,0.00002273463,0.000005548518,0.3076258,0.000374912],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001508232,0.9846553,0.001916263,0.001443828,0.001480973,0.007657495,0.0002993229,0.000007991536,0.001030613],"genre_scores_gemma":[0.02742888,0.9644346,0.002391753,0.001025541,0.001414934,0.00148468,0.0003926989,0.0002276793,0.001199194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3071554,"threshold_uncertainty_score":0.9997569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182659633990807,"score_gpt":0.2959276182952543,"score_spread":0.2541010219553462,"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."}}