{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00159218,0.0002022773,0.0005596618,0.0001348765,0.0001582838,0.00006074087,0.00007163064,0.0001729264,0.00113444],"category_scores_gemma":[0.002264008,0.0001329827,0.0001491554,0.0002335835,0.0007548732,0.0001120423,0.0002546774,0.0007430149,0.000006228368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001523515,"about_ca_system_score_gemma":0.0004826288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002160566,"about_ca_topic_score_gemma":0.00000159445,"domain_scores_codex":[0.9970952,0.0003752651,0.000755331,0.0003179485,0.001107981,0.0003483332],"domain_scores_gemma":[0.9975659,0.0004327342,0.0002099635,0.00009908588,0.0006902319,0.001002082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009036571,0.0009383648,0.8121759,0.0001331431,0.0005718551,0.001806693,0.0001619654,5.357387e-10,0.0008892501,0.000009751022,0.0002507523,0.1821586],"study_design_scores_gemma":[0.007028957,0.001087779,0.985299,0.0015425,0.000399751,0.003041047,0.0002818252,0.0001322623,0.0007770805,0.0001700164,0.0001161657,0.0001236429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992922,0.002685196,0.0004967046,0.00263427,0.0002236814,0.0002971228,0.00002780587,0.00001116359,0.0007020679],"genre_scores_gemma":[0.9946582,0.003624516,0.0003425187,0.0007945606,0.0003689695,0.000008135439,0.00006569398,0.00001863841,0.0001187412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182035,"threshold_uncertainty_score":0.9997786,"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."}}