{"id":"W3101361007","doi":"10.1111/ene.14639","title":"Biomarker‐based stability in limbic‐predominant amnestic mild cognitive impairment","year":2020,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Canadian Institutes of Health Research; Ministero della Salute","keywords":"Medicine; Dementia; Biomarker; Clinical Dementia Rating; Positron emission tomography; Internal medicine; Oncology; Neuroimaging; Audiology; Disease; Nuclear medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001024937,0.000499371,0.0004989616,0.001395959,0.0004685109,0.0009525098,0.0003705159,0.000520426,0.0008438315],"category_scores_gemma":[0.003269492,0.0002120317,0.000259965,0.0006857341,0.000314438,0.0005307811,0.0005108115,0.0003592181,0.0002701578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272542,"about_ca_system_score_gemma":0.0002333275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905095,"about_ca_topic_score_gemma":0.00152733,"domain_scores_codex":[0.9996688,0.00008363496,0.00005939935,0.000100929,0.00004696527,0.00004027694],"domain_scores_gemma":[0.9986044,0.0002523563,0.0006382004,0.0001116467,0.0002289965,0.0001643919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009844326,0.0000667431,0.9934779,0.00002001142,0.00008761408,0.0003015645,0.00008598227,0.0001050753,0.001571839,0.00001884952,0.00006646095,0.003213461],"study_design_scores_gemma":[0.00001891109,0.0004895107,0.9970756,0.000007098608,0.00005544228,0.0009994354,0.00007784279,0.0004152809,0.0006317786,0.0000892586,0.0001323003,0.00000761602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992929,0.0003030797,0.00009588929,0.000009932523,0.000003472345,0.000007283933,0.0001150822,0.000005431234,0.000167019],"genre_scores_gemma":[0.9996709,0.00004732285,0.00007720371,0.000009050201,0.000006127691,0.000004946537,0.0001367437,0.000001145919,0.00004666125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001905095,"threshold_uncertainty_score":0.005420446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06031801146444105,"score_gpt":0.3132777318110601,"score_spread":0.2529597203466191,"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."}}