{"id":"W2168415837","doi":"10.1177/1533317513504611","title":"Stability of Clinical Etiologic Diagnosis in Dementia and Mild Cognitive Impairment","year":2013,"lang":"en","type":"article","venue":"American Journal of Alzheimer s Disease & Other Dementias®","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"National Institute on Aging","keywords":"Dementia; Medical diagnosis; Concordance; Medicine; Disease; Spouse; Cognition; Etiology; Pediatrics; Psychiatry; Pathology; 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":[0.005236635,0.0002233346,0.0005451714,0.002937498,0.0009987892,0.00105572,0.0005219969,0.0004261534,0.0008639012],"category_scores_gemma":[0.03785298,0.0003927892,0.0004666147,0.002390938,0.0007123051,0.0006718254,0.001512272,0.0005848918,0.0001474589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143481,"about_ca_system_score_gemma":0.0009414887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273737,"about_ca_topic_score_gemma":0.01242763,"domain_scores_codex":[0.9956648,0.002058508,0.0006835429,0.0005530819,0.0006749122,0.0003652036],"domain_scores_gemma":[0.9761021,0.008718564,0.01126701,0.001375614,0.001534003,0.001002613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008889089,0.000009750449,0.99849,0.000005416322,0.00001859026,0.00005118946,0.00009895203,0.00009450193,0.00003823052,0.00002956505,0.00003523089,0.001039779],"study_design_scores_gemma":[0.00000660053,0.00006866302,0.9978111,0.000009240373,0.00001444952,0.0004161314,0.0001679552,0.001120489,0.00009276667,0.0002002904,0.00008423102,0.00000812487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987763,0.0002352232,0.0004299188,0.00003348836,0.000003622628,0.00002012267,0.0002090724,0.00000622346,0.0002860932],"genre_scores_gemma":[0.9993916,0.00003087837,0.0002641007,0.000007734685,0.000006440392,0.00000929171,0.0002593594,0.000001213672,0.00002947101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273737,"threshold_uncertainty_score":0.02769434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05140673363900294,"score_gpt":0.3753356537807902,"score_spread":0.3239289201417873,"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."}}