{"id":"W2394402440","doi":"","title":"Diagnostic value of Montreal Cognitive Assessment in mild cognitive impairment","year":2012,"lang":"en","type":"article","venue":"Journal of Jilin University","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Meta-analysis; Likelihood ratios in diagnostic testing; Medicine; Cognitive impairment; Internal medicine; Gold standard (test); Disease","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":[0.0008923575,0.0001323755,0.0004049953,0.0004533803,0.00004741485,0.000005547793,0.00009470614,0.00007181372,0.000274133],"category_scores_gemma":[0.000357196,0.000119187,0.0001969682,0.000324706,0.0001422513,0.0003030022,0.00008654195,0.0004520901,0.000009114813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968789,"about_ca_system_score_gemma":0.0004046222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000157871,"about_ca_topic_score_gemma":0.00002417802,"domain_scores_codex":[0.998307,0.0002634587,0.0003506923,0.0001172603,0.0006133745,0.0003481758],"domain_scores_gemma":[0.9978333,0.0008086519,0.0003037712,0.00006765834,0.0006745769,0.0003121038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001935126,0.002937882,0.9901072,0.0000817765,0.0003189466,0.000576809,0.0008315084,0.000002301258,0.0002531668,0.00008723423,0.0001866798,0.002681347],"study_design_scores_gemma":[0.008912127,0.00196777,0.9750276,0.0008524481,0.0005275488,0.000078393,0.01013469,0.00004165936,0.002249658,0.000035797,0.00007635281,0.00009601667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918547,0.0002726101,0.0006086022,0.0002145671,0.0001220304,0.0004384023,0.00003156426,0.000004640943,0.006452842],"genre_scores_gemma":[0.9987749,0.000393221,0.0002781343,0.00006986971,0.0001019616,6.843453e-7,0.000009603516,0.000008359404,0.0003632941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507968,"threshold_uncertainty_score":0.4860304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636502551951635,"score_gpt":0.3153686148840295,"score_spread":0.2990035893645132,"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."}}