{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001513882,0.0001824539,0.0004301862,0.0002499996,0.00003835471,0.00001999464,0.0001916101,0.00003387939,0.0006710453],"category_scores_gemma":[0.0009323615,0.0001471794,0.0001902135,0.0003371329,0.0002122023,0.00006974132,0.000103476,0.0006802841,0.0001269771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002848812,"about_ca_system_score_gemma":0.0002096388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002428987,"about_ca_topic_score_gemma":0.000001452829,"domain_scores_codex":[0.9963869,0.001729412,0.000747995,0.0003065763,0.0004229623,0.0004061488],"domain_scores_gemma":[0.9985048,0.0003432011,0.0002638276,0.0001282023,0.0003226444,0.0004372796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02408164,0.001735311,0.9198067,0.0001756091,0.0001277305,0.02654013,0.0005319631,0.000009830859,0.01878636,0.000003807314,0.0007022116,0.007498768],"study_design_scores_gemma":[0.01012014,0.01662351,0.9683329,0.00009295248,0.00009969441,0.0004609246,0.000119069,0.0007067726,0.002496816,0.000007996999,0.0008322878,0.00010698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852716,0.0001525937,0.0007194252,0.01139993,0.0001275756,0.0004223945,0.000007852529,0.00001588105,0.001882705],"genre_scores_gemma":[0.9929061,0.00003776325,0.0001118098,0.006747418,0.0001444984,0.000002908393,0.000005270453,0.00003205914,0.00001214924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04852622,"threshold_uncertainty_score":0.7347476,"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."}}