{"id":"W6926605997","doi":"10.25384/sage.c.5034620.v1","title":"Study of the Risk and Preventive Factors for Progress of Mild Cognitive Impairment to Dementia","year":2020,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Logistic regression; Ordinal regression; Cognition; Ordered logit; Cognitive impairment; Risk factor; Epidemiology; Diabetes mellitus","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":[],"consensus_categories":[],"category_scores_codex":[0.0003612965,0.0001883621,0.0005339422,0.00009732899,0.00004430494,0.00001381009,0.0003388672,0.00008182679,0.0006749094],"category_scores_gemma":[0.0004101822,0.0000986506,0.0000812349,0.000153405,0.00006165815,0.00003134849,0.0005072622,0.0002136599,6.96571e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008743483,"about_ca_system_score_gemma":0.00005210186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207022,"about_ca_topic_score_gemma":0.0001492478,"domain_scores_codex":[0.9987879,0.0001227508,0.0003513843,0.0003460998,0.0002573858,0.0001344828],"domain_scores_gemma":[0.9985979,0.00007741409,0.0006904415,0.0004671828,0.0000780954,0.00008895217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001666997,0.00402607,0.1309274,0.002454584,0.01545432,0.00002099559,0.005978616,7.832021e-8,0.004919429,3.792388e-7,0.6990193,0.1355319],"study_design_scores_gemma":[0.01814533,0.01369371,0.5761378,0.07142814,0.04240847,0.00004425491,0.0258131,0.000008780547,0.0978396,0.00004503523,0.1529686,0.001467194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7011393,0.1528233,0.0001565244,0.003456731,0.001042227,0.03451223,0.1054789,0.00005729531,0.001333432],"genre_scores_gemma":[0.9839926,0.005145081,0.0008754617,0.0001271335,0.0004506868,0.000008337141,0.0001760003,0.0001771412,0.009047609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5460507,"threshold_uncertainty_score":0.7389786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939432080231334,"score_gpt":0.334570222391235,"score_spread":0.2851759015889217,"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."}}