{"id":"W4306168123","doi":"10.1002/trc2.12357","title":"The role of dyadic cognitive report and subjective cognitive decline in early ADRD clinical research and trials: Current knowledge, gaps, and recommendations","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alzheimer's Association","keywords":"Dyad; Cognitive decline; Cognition; Psychology; Dementia; Disease; Clinical psychology; Sociocultural evolution; Developmental psychology; Medicine; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.32275,0.001659797,0.01045352,0.005153312,0.00173223,0.01161074,0.00545701,0.005651834,0.004219028],"category_scores_gemma":[0.4605648,0.001914541,0.005533427,0.009544363,0.003231787,0.01387836,0.004563059,0.006169208,0.0007494468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426167,"about_ca_system_score_gemma":0.02685725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253819,"about_ca_topic_score_gemma":0.04245031,"domain_scores_codex":[0.73153,0.1943969,0.05284333,0.006445314,0.01289893,0.001885452],"domain_scores_gemma":[0.2053038,0.7062396,0.03814157,0.00924477,0.0367725,0.004297737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00254103,0.0004147398,0.03477364,0.1832374,0.009023476,0.0001466916,0.002858258,0.0007272419,0.0001953683,0.006307728,0.02396614,0.7358082],"study_design_scores_gemma":[0.003786915,0.002720894,0.06945336,0.6934476,0.03332152,0.0006074864,0.007334771,0.005460807,0.0004583615,0.04019367,0.1425885,0.0006262288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004137384,0.9344409,0.004997693,0.04944127,0.002321296,0.001724691,0.0005852803,0.00007808006,0.002273377],"genre_scores_gemma":[0.09540709,0.7728683,0.07473204,0.03511367,0.005905956,0.01392264,0.001013535,0.00008937342,0.000947436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.32275,"threshold_uncertainty_score":0.8351698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4206002728515784,"score_gpt":0.6021956654796647,"score_spread":0.1815953926280863,"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."}}