{"id":"W4406218412","doi":"10.1002/alz.089511","title":"Health care utilization and cost differences across cognitively‐defined Alzheimer’s disease subgroups","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Disease; Alzheimer's disease; Gerontology; Medicine; Psychology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241316,0.0003587896,0.0004975724,0.001996906,0.0003791488,0.0008005656,0.0005885117,0.0004590573,0.001155805],"category_scores_gemma":[0.00705462,0.000145251,0.001050488,0.001928251,0.0003758153,0.000511595,0.0007269824,0.0003195912,0.0001182906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005734977,"about_ca_system_score_gemma":0.000478523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919641,"about_ca_topic_score_gemma":0.009210924,"domain_scores_codex":[0.9985747,0.0004961536,0.0002166113,0.0002955616,0.0002159354,0.0002009979],"domain_scores_gemma":[0.99657,0.0009499043,0.001507117,0.0003465935,0.0003834379,0.0002428965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002029546,0.00006022232,0.996968,0.000009728394,0.0001997368,0.00002168841,0.0000669729,0.0003379094,0.0001116312,0.00008006278,0.00007280963,0.001868204],"study_design_scores_gemma":[0.00000907808,0.00005515843,0.9985209,0.000005436813,0.00005066824,0.00004457338,0.0001312141,0.0008342902,0.00009280593,0.0001907595,0.00006041071,0.0000046788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990637,0.0001505261,0.0001129125,0.00003038988,0.000002336144,0.000007583622,0.0004225716,0.000001860062,0.0002082052],"genre_scores_gemma":[0.9991788,0.00003662235,0.0001101168,0.0000141095,0.000006058773,0.00001154698,0.0006016042,8.95329e-7,0.000040294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01919641,"threshold_uncertainty_score":0.03816938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3412810386475061,"score_gpt":0.4399179295313693,"score_spread":0.09863689088386324,"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."}}