{"id":"W4378348995","doi":"10.36131/cnfioritieditore20230204","title":"A New Validation of Montreal Cognitive Assessment on a Large Sample of Elderly Patients Undergoing Elective Orthopedic Surgery.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Orthopedic surgery; Medicine; Receiver operating characteristic; Gold standard (test); Cognition; Knee replacement; Physical therapy; Population; Mini–Mental State Examination; Hip replacement; Cognitive impairment; Surgery; Internal medicine; Psychiatry","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":[0.003925711,0.0005028728,0.0004600263,0.001317238,0.0005089634,0.0004502154,0.0006181043,0.0004585323,0.0007828962],"category_scores_gemma":[0.01515369,0.000192132,0.0005861243,0.0006913979,0.0003500351,0.0005721047,0.0007627502,0.0003666855,0.0003601652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004346162,"about_ca_system_score_gemma":0.0005993122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004253343,"about_ca_topic_score_gemma":0.007296375,"domain_scores_codex":[0.997794,0.0008816352,0.0002847317,0.0004039834,0.0005285194,0.0001071578],"domain_scores_gemma":[0.9956056,0.001180784,0.001082978,0.0003882507,0.001426178,0.000316112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004419405,0.0001857232,0.9886064,0.00003798042,0.0001572868,0.00007737962,0.0002593143,0.0001307898,0.001029978,0.00003604817,0.0002979195,0.008739293],"study_design_scores_gemma":[0.00003708722,0.0005825509,0.9976206,0.00001043677,0.00003397682,0.0002533596,0.0001293945,0.0006901161,0.0002743779,0.00002426952,0.0003379512,0.000005712602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970795,0.0002043127,0.001308191,0.0000425427,0.00002110677,0.0002229839,0.0005230199,0.00001277779,0.0005856816],"genre_scores_gemma":[0.9967885,0.00006376988,0.00161461,0.00003717429,0.00002219501,0.0002220741,0.001066289,0.000004374273,0.0001810339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004253343,"threshold_uncertainty_score":0.02076137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395714259279126,"score_gpt":0.2783592385661781,"score_spread":0.2544020959733869,"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."}}