{"id":"W7117473860","doi":"10.1002/alz70855_102886","title":"Overview of Canada's national dementia research consortium CCNA","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Dementia; Yield (engineering); MEDLINE; Quality of life (healthcare)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.06926885,0.001342012,0.001912069,0.02890206,0.02100364,0.0180444,0.0100962,0.005311595,0.02189432],"category_scores_gemma":[0.07007189,0.001978728,0.001920975,0.03781094,0.005508425,0.005579682,0.01487317,0.004967474,0.005266025],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2477349,"about_ca_system_score_gemma":0.7599565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9763442,"about_ca_topic_score_gemma":0.9837608,"domain_scores_codex":[0.9393226,0.01011227,0.005384901,0.003683937,0.02921039,0.01228596],"domain_scores_gemma":[0.7618812,0.01093876,0.00514488,0.004657768,0.1592973,0.05808013],"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":[0.000199925,0.0001544409,0.01143332,0.006105279,0.0001497838,0.0006060757,0.004062752,0.0004751206,0.0004140719,0.04204742,0.7802061,0.1541457],"study_design_scores_gemma":[0.00005089976,0.0000324947,0.01539708,0.005471587,0.00005425174,0.0001484392,0.002934216,0.0001014744,0.0001012541,0.001332555,0.9742944,0.00008141402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0142503,0.2117196,0.01089212,0.2782105,0.01375367,0.02597871,0.08440059,0.0017478,0.3590467],"genre_scores_gemma":[0.1537101,0.2011982,0.1325287,0.1315012,0.003083027,0.04321097,0.1203362,0.001409179,0.2130224],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9763442,"threshold_uncertainty_score":0.8725209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.090844485104827,"score_gpt":0.4024462827167316,"score_spread":0.3116017976119045,"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."}}