{"id":"W4390193628","doi":"10.1002/alz.074745","title":"Head‐to‐head comparisons of cognitive screening tests administered in primary care centers","year":2023,"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":"","funders":"","keywords":"Medicine; Dementia; Cognitive test; Memory clinic; Montreal Cognitive Assessment; Cognition; Test (biology); Primary care; Memory span; Neuropsychology; Verbal fluency test; Logistic regression; Lumbar puncture; Neuropsychological test; Physical therapy; Pediatrics; Psychiatry; Family medicine; Disease; Internal medicine; Working memory","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":[0.006581296,0.0006628926,0.001213991,0.003153222,0.0008765148,0.001624942,0.001144566,0.00153602,0.001871973],"category_scores_gemma":[0.0336525,0.0004961523,0.001449294,0.001987435,0.00101714,0.0009271901,0.001665984,0.0007256316,0.0007352936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042999,"about_ca_system_score_gemma":0.0007457372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008115184,"about_ca_topic_score_gemma":0.00800753,"domain_scores_codex":[0.9864175,0.006921825,0.0009508501,0.002782729,0.001838083,0.001089073],"domain_scores_gemma":[0.9559489,0.02250827,0.00830195,0.00365263,0.007033213,0.002554873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002260699,0.0002003016,0.9929685,0.00005469282,0.0007963084,0.0001210689,0.0005268857,0.00009904413,0.0002672178,0.00002797405,0.000362298,0.002314943],"study_design_scores_gemma":[0.00005651915,0.00105829,0.9978893,0.00001126403,0.0001274642,0.00009760735,0.0003470118,0.0001700242,0.0001229735,0.00002358467,0.00008878965,0.000007302046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982418,0.000379712,0.0001411904,0.0000326988,0.00003487219,0.00004489038,0.0004819308,0.00001698924,0.0006259133],"genre_scores_gemma":[0.9991969,0.00003398626,0.00007203151,0.00003220853,0.00002363876,0.00002622558,0.0005271019,0.000004047155,0.00008381693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008115184,"threshold_uncertainty_score":0.0348056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0757025017947891,"score_gpt":0.382221443144559,"score_spread":0.3065189413497699,"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."}}