{"id":"W4288689698","doi":"10.3233/adr-210053","title":"MoCA 7.1: Multicenter Validation of the First Italian Version of Montreal Cognitive Assessment","year":2022,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease Reports","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"Mylan; Biogen; European Atherosclerosis Society; Eli Lilly and Company","keywords":"Montreal Cognitive Assessment; Cognition; Multicenter study; Psychology; Cognitive impairment; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01135706,0.001831337,0.0007756471,0.004934989,0.0009555175,0.00106367,0.001828124,0.001213736,0.00219637],"category_scores_gemma":[0.01885471,0.0004953298,0.001467311,0.001539283,0.0006465159,0.001020652,0.001902437,0.0009737386,0.001594308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387463,"about_ca_system_score_gemma":0.002337193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01583257,"about_ca_topic_score_gemma":0.01955869,"domain_scores_codex":[0.9950389,0.001866409,0.0005500102,0.000827645,0.00141242,0.0003045843],"domain_scores_gemma":[0.9917679,0.001128415,0.002255468,0.000522548,0.003920156,0.0004055133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001845991,0.0009334991,0.9280043,0.0002974701,0.0009868783,0.0001113272,0.0006252658,0.001183482,0.002015168,0.0005565399,0.0129414,0.05049863],"study_design_scores_gemma":[0.0002718304,0.000617933,0.9931406,0.00008526499,0.0001250984,0.0002801983,0.00008169919,0.001544293,0.0004768161,0.0002264072,0.003114771,0.00003506577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491389,0.002594801,0.01077507,0.0005196248,0.000273192,0.00656877,0.01760295,0.0006346743,0.01189188],"genre_scores_gemma":[0.9207256,0.0008604892,0.02819816,0.0004609624,0.0002019604,0.01299134,0.03172009,0.0003354884,0.004505896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01583257,"threshold_uncertainty_score":0.06006259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669010789328252,"score_gpt":0.3176953608314166,"score_spread":0.3010052529381341,"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."}}