{"id":"W7053184991","doi":"","title":"Temporal Evolution of Poststroke Cognitive Impairment Using the Montreal Cognitive Assessment","year":2017,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Cognitive impairment; Stroke (engine); Logistic regression; Comorbidity; Prospective cohort study; Cognitive disorder","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000120964,0.0002309949,0.0002591144,0.000246203,0.001220354,0.00005665689,0.0005910217,0.0001602817,0.00001327861],"category_scores_gemma":[0.0000239527,0.0002476016,0.0001709392,0.0002451752,0.0003855234,0.0003930291,0.0002390972,0.0003013147,0.000005884266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008285031,"about_ca_system_score_gemma":0.000224349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002220462,"about_ca_topic_score_gemma":0.0003281598,"domain_scores_codex":[0.9988775,0.00009782887,0.0001668077,0.0003140965,0.0002481862,0.0002955811],"domain_scores_gemma":[0.9986485,0.0002577123,0.000258267,0.000439422,0.0002508605,0.0001452828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002653845,0.005651932,0.7655647,0.0008425929,0.01052084,0.007522158,0.008353245,0.02993682,0.05428005,0.06900549,0.00744007,0.0382282],"study_design_scores_gemma":[0.01453246,0.000921222,0.6690291,0.001864034,0.005371389,0.000282463,0.07109057,0.1420404,0.07545544,0.000654149,0.01579146,0.002967349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087697,0.00002684956,0.008055249,0.00007908425,0.0002773395,0.0004441291,0.0002543801,0.000131667,0.08196157],"genre_scores_gemma":[0.9966719,0.00006144852,0.0005333076,0.000004029099,0.00005734598,5.026205e-7,0.00002648817,0.00001757794,0.002627405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1121036,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091442769543027,"score_gpt":0.211686840473408,"score_spread":0.2007724127779777,"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."}}