{"id":"W4205089857","doi":"10.1002/alz.055190","title":"Impact of mild behavioral impairment on longitudinal changes in cognitive performance","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Psychology; Episodic memory; Cognition; Dementia; Working memory; Executive functions; Audiology; Developmental psychology; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001988267,0.0003635968,0.0003643802,0.001090244,0.0006723455,0.0008356734,0.0004555838,0.0004581227,0.00134329],"category_scores_gemma":[0.006710204,0.0001678066,0.0006800807,0.0007151632,0.0003007734,0.0006103541,0.000794398,0.0008397012,0.0002188724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004209582,"about_ca_system_score_gemma":0.000495936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452778,"about_ca_topic_score_gemma":0.01737977,"domain_scores_codex":[0.9990133,0.0002850158,0.0001209282,0.0002130917,0.0001876565,0.0001800411],"domain_scores_gemma":[0.9949603,0.0009426717,0.001893784,0.0004518989,0.0007897026,0.0009615489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001716361,0.00005186184,0.9977945,0.000007754339,0.0000861075,0.00002874804,0.00004450924,0.00003258332,0.00008154002,0.000007303818,0.00006097422,0.001632472],"study_design_scores_gemma":[0.000001457281,0.00007820456,0.9997388,0.000002313,0.00001482104,0.00002795667,0.00002564037,0.00003481896,0.00002937707,0.000008963449,0.00003652265,0.000001243224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979529,0.0003776847,0.00007026612,0.00006876158,0.00001112339,0.00001398583,0.000780095,0.000007156435,0.0007179831],"genre_scores_gemma":[0.9991401,0.00004738626,0.00005106895,0.00002409223,0.00000978367,0.000008708849,0.0005663699,0.000001245528,0.0001511937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452778,"threshold_uncertainty_score":0.02888644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07437573414423436,"score_gpt":0.3863496519729684,"score_spread":0.3119739178287341,"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."}}