{"id":"W6939118098","doi":"10.60692/e3s2s-g8f68","title":"Accuracy of the Short-Form Montreal Cognitive Assessment Chinese Versions","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Construct (python library); Cognitive Assessment System; Cognitive impairment; Computerized adaptive testing","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":[0.0002442447,0.0001223252,0.0002187768,0.0001110526,0.0001344396,0.00005452795,0.00008773093,0.00005599247,0.0001630242],"category_scores_gemma":[0.0001177804,0.00007218029,0.0001530916,0.0003673584,0.00004547884,0.0003611505,0.0001392223,0.0001407285,0.0001100578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009701151,"about_ca_system_score_gemma":0.000270874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001234642,"about_ca_topic_score_gemma":0.000001067923,"domain_scores_codex":[0.9985877,0.00007571638,0.000421795,0.0001059697,0.0006113065,0.0001975053],"domain_scores_gemma":[0.9987066,0.00003107963,0.0001438846,0.0002680087,0.0007532708,0.00009713067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008870757,0.00001502183,0.9867761,0.0003362657,0.0001405919,0.00001197667,0.009791378,0.000001374039,0.00002311625,0.00003173168,0.00007676908,0.002706941],"study_design_scores_gemma":[0.001698959,0.00007480085,0.9692853,0.0003875618,0.0001164353,0.00008079808,0.02502027,0.0006012827,0.002596254,0.00000116187,0.00006676983,0.00007041841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436378,0.000004491644,0.001852825,0.0001597641,0.000162844,0.000598055,0.0001276403,0.00003706521,0.05341948],"genre_scores_gemma":[0.9990197,7.997804e-7,0.00004804481,0.0001763876,0.00003946244,0.00005865438,0.00007731543,0.000005787158,0.0005738549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05538186,"threshold_uncertainty_score":0.2943427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893820184916702,"score_gpt":0.303493667453327,"score_spread":0.2745554656041599,"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."}}