{"id":"W4206043357","doi":"10.1002/alz.055467","title":"Can community‐based cognitive screening identify individuals with MCI associated changes in complex instrumental activities of daily living?","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":"","funders":"","keywords":"Activities of daily living; Montreal Cognitive Assessment; Cognition; Cognitive impairment; Psychology; Demographics; Gerontology; Medicine; Psychiatry; Demography","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":[0.0009487577,0.0005799842,0.0005485825,0.002141781,0.0005661233,0.001145654,0.000663908,0.0008995159,0.001880554],"category_scores_gemma":[0.005113453,0.0002181372,0.0004167785,0.00102902,0.0002388451,0.0007291884,0.0007044694,0.0005047324,0.0005939677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331816,"about_ca_system_score_gemma":0.0007024529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331874,"about_ca_topic_score_gemma":0.03244173,"domain_scores_codex":[0.9996117,0.00009771486,0.00004380727,0.00007266948,0.00007901848,0.00009512352],"domain_scores_gemma":[0.9990858,0.0001531552,0.0002471367,0.00004507906,0.0002667553,0.0002021084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001452032,0.0005432869,0.9679871,0.00005490714,0.00003828139,0.000142808,0.0002792553,0.00006975973,0.0002608835,0.00002914287,0.001064197,0.02938522],"study_design_scores_gemma":[0.00003489014,0.0005048539,0.9955367,0.00009685487,0.0000596853,0.0002845336,0.001276938,0.001164044,0.0001927483,0.0002611383,0.0005710801,0.00001658886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963335,0.000451687,0.0002507447,0.0004595986,0.00003188402,0.0001260494,0.0003585662,0.00001821005,0.001969834],"genre_scores_gemma":[0.9981882,0.0002706936,0.0006417736,0.0001788036,0.00002687863,0.00008583559,0.0003257963,0.000001679288,0.0002804043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331874,"threshold_uncertainty_score":0.02648246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06593265361554218,"score_gpt":0.3374771336807492,"score_spread":0.271544480065207,"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."}}