{"id":"W4413278410","doi":"10.7759/cureus.90418","title":"Incidence of Dementia in Canada: A National Trend Analysis of Newly Diagnosed Cases","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Dementia; Trend analysis; Pediatrics; Gerontology; Demography; Environmental health; Internal medicine; Disease; Statistics","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":[0.00107668,0.0004148402,0.0005253467,0.006442429,0.001289713,0.001310432,0.001248313,0.0003433925,0.001403087],"category_scores_gemma":[0.003549138,0.0003475094,0.0009895302,0.01312983,0.0003307841,0.0005352321,0.0006439135,0.0007164273,0.0002779647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02261806,"about_ca_system_score_gemma":0.03669393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9884114,"about_ca_topic_score_gemma":0.987382,"domain_scores_codex":[0.998549,0.0000651216,0.000137994,0.0002282551,0.000740296,0.0002792669],"domain_scores_gemma":[0.9954798,0.0001329061,0.0006216356,0.000103684,0.003331372,0.0003306716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000718275,0.00001652853,0.9908351,0.00009971652,0.000130874,0.00003548863,0.0001676112,0.0002928225,0.00006517467,0.0001024995,0.002611201,0.005571143],"study_design_scores_gemma":[0.000009415828,0.0000171307,0.9961952,0.00004323889,0.0000612756,0.00008015797,0.0002847737,0.0009878498,0.00005756041,0.00003011002,0.002223405,0.000009805479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385836,0.003945963,0.000953029,0.0007377205,0.00005855507,0.0002152684,0.1479683,0.0001626441,0.007374853],"genre_scores_gemma":[0.9345298,0.002673166,0.001866135,0.0001631604,0.00003234444,0.000120921,0.05890475,0.0000347031,0.001674963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02261806,"threshold_uncertainty_score":0.1641062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040921788318641,"score_gpt":0.3336020957323151,"score_spread":0.3131928778491287,"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."}}