{"id":"W4413269998","doi":"10.1177/21501319251363156","title":"Diagnosis and Management of Alzheimer’s Disease in Primary Care: A Real-World Study in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Roche (Canada)","funders":"F. Hoffmann-La Roche; Roche Canada","keywords":"Medicine; Primary care; Disease; Disease management; Alzheimer's disease; Gerontology; Family medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001238957,0.0004406811,0.0007636718,0.001218008,0.004031647,0.00192594,0.001744431,0.0007790932,0.001621653],"category_scores_gemma":[0.005276051,0.00068135,0.0007276533,0.006938339,0.001384549,0.0008487029,0.001680902,0.0009365852,0.0002010523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0492268,"about_ca_system_score_gemma":0.05297403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940326,"about_ca_topic_score_gemma":0.9962175,"domain_scores_codex":[0.9969394,0.0003321049,0.0002898467,0.0005289226,0.001094438,0.0008152156],"domain_scores_gemma":[0.9924713,0.0005614707,0.002169289,0.0002676745,0.00296351,0.001566816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005717857,0.00005489765,0.9941992,0.00009927067,0.00006442599,0.0002160087,0.00172592,0.00008496636,0.00009914134,0.00007794349,0.001398906,0.001922171],"study_design_scores_gemma":[0.00001493479,0.00002900009,0.9970832,0.00005370792,0.00002117671,0.00008057171,0.00175917,0.000216766,0.00001570149,0.00001811665,0.0006971863,0.00001038064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874166,0.001468863,0.0001663189,0.001166218,0.00002902476,0.000181307,0.007139638,0.00001361491,0.002418381],"genre_scores_gemma":[0.9964983,0.0007553383,0.0002384555,0.0003392457,0.00001550491,0.00004834797,0.001666468,0.000005050014,0.0004331248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0492268,"threshold_uncertainty_score":0.3571671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887805498984921,"score_gpt":0.3547165777902682,"score_spread":0.315838522800419,"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."}}