{"id":"W3193411744","doi":"10.1097/cm9.0000000000001496","title":"Amyloid and tau positive mild cognitive impairment: clinical and biomarker characteristics of dementia progression","year":2021,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomarker; Dementia; Internal medicine; Clinical Dementia Rating; Psychology; Medicine; Positron emission tomography; Neuroimaging; Magnetic resonance imaging; Standardized uptake value; Oncology; Cardiology; Neuroscience; Disease; Radiology","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":[0.0006250624,0.0003682574,0.0003627671,0.0009865966,0.0004758999,0.0005495462,0.0002779083,0.000434852,0.001335949],"category_scores_gemma":[0.002025621,0.0001532198,0.0002513617,0.000794654,0.0003726487,0.0004689385,0.0004390554,0.0004208646,0.000275302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571449,"about_ca_system_score_gemma":0.0003875147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920314,"about_ca_topic_score_gemma":0.002537899,"domain_scores_codex":[0.9998162,0.00003701603,0.00002479069,0.00005154854,0.00004340715,0.000027038],"domain_scores_gemma":[0.9986203,0.0002083035,0.000647852,0.00005400752,0.0001622575,0.0003073691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000295321,0.00005441856,0.9974157,0.000009843678,0.00003137465,0.0001593469,0.00005225936,0.00005418635,0.0003536312,0.00002186518,0.00005788452,0.001494048],"study_design_scores_gemma":[0.000007440783,0.0001536598,0.9988326,0.000003454571,0.00001239801,0.0006201626,0.00005635847,0.0001393622,0.00003623439,0.00007403787,0.00006188061,0.000002387122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990811,0.0002650442,0.00005816699,0.0000216209,0.00000394644,0.00001347779,0.0001325126,0.000002749474,0.0004213241],"genre_scores_gemma":[0.9994816,0.00006634232,0.000104667,0.00001318417,0.00001509177,0.00001156242,0.0002164694,8.01723e-7,0.0000903324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001920314,"threshold_uncertainty_score":0.004469216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042004914187657,"score_gpt":0.3852837440962364,"score_spread":0.3648636949543598,"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."}}