{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262524,0.0001623805,0.0007118102,0.0006542305,0.0001318827,0.00001566369,0.000236141,0.00002492062,0.0000255695],"category_scores_gemma":[0.00002220162,0.0001508926,0.00007274286,0.0005129662,0.00005899935,0.0001028687,0.0003579727,0.001188591,1.164227e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00869396,"about_ca_system_score_gemma":0.0135828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9778723,"about_ca_topic_score_gemma":0.9973229,"domain_scores_codex":[0.997117,0.0008747373,0.0008677419,0.0001405131,0.0006783099,0.0003216433],"domain_scores_gemma":[0.9985005,0.0002032808,0.0002630126,0.0004115203,0.000314834,0.0003068991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008579246,0.001623949,0.9380829,0.003500452,0.0002111336,0.0005632531,0.003625565,0.000004073707,0.000001807016,0.00001038916,0.0006856391,0.05083295],"study_design_scores_gemma":[0.004742356,0.001052102,0.9751192,0.00319096,0.0002400333,0.000003118325,0.01444392,5.36715e-7,0.000008456421,0.00001754739,0.001099765,0.00008204106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740437,0.008142481,0.000001595148,0.001217493,0.00009539125,0.001393502,0.00001512361,0.000003688039,0.01508707],"genre_scores_gemma":[0.9944143,0.003834028,0.0001722456,0.001340933,0.000009682424,0.0000435904,0.00005649252,0.00001051123,0.000118175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05075091,"threshold_uncertainty_score":0.9951115,"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."}}