{"id":"W3197096003","doi":"10.21203/rs.3.rs-136185/v1","title":"Comparison between the accuracy of Montreal Cognitive Assessment and Mini-Mental State Examination in the detection of mild cognitive impairment","year":2021,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Neyshabur University of Medical Sciences","keywords":"Montreal Cognitive Assessment; Dementia; Cognition; Cognitive impairment; Mini–Mental State Examination; Cognitive decline; Psychology; Audiology; Receiver operating characteristic; Medicine; Gerontology; Disease; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006032767,0.000559343,0.0005263556,0.002221985,0.0002455378,0.0008889984,0.0006287223,0.0006891106,0.0009382667],"category_scores_gemma":[0.01871078,0.0002650324,0.0008115643,0.0007829578,0.0003666708,0.0006799871,0.0006439175,0.0003101879,0.0004371652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371669,"about_ca_system_score_gemma":0.0004004087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005436928,"about_ca_topic_score_gemma":0.008228806,"domain_scores_codex":[0.9961191,0.001650027,0.000460628,0.000596121,0.0009618805,0.0002123188],"domain_scores_gemma":[0.9905968,0.00503771,0.001657884,0.0004695006,0.001818049,0.0004201608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00105168,0.00007401244,0.9899032,0.00003966186,0.0003026109,0.00001998102,0.00008083322,0.0001651147,0.0003867713,0.00002363377,0.0001816941,0.00777076],"study_design_scores_gemma":[0.00002041389,0.0002909618,0.997933,0.00001482706,0.00009862426,0.00008066183,0.00007248182,0.001032506,0.0002593125,0.00003575499,0.0001535031,0.00000807845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961894,0.001403488,0.0006775598,0.00004367495,0.00003679358,0.00003949381,0.000565785,0.00002437179,0.001019432],"genre_scores_gemma":[0.9985891,0.0001676032,0.0005134105,0.00001498317,0.00001931816,0.00002176808,0.0004624894,0.000003930599,0.0002073868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006032767,"threshold_uncertainty_score":0.0319047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116918158533324,"score_gpt":0.4876336392853764,"score_spread":0.375941823432044,"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."}}