{"id":"W3170076938","doi":"10.1177/15394492211021851","title":"Screening to Assessment Pathways in Evaluating Functional Cognition in Older Adults","year":2021,"lang":"en","type":"article","venue":"OTJR Occupational Therapy Journal of Research","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Cognitive test; Cognitive Assessment System; Test (biology); Effects of sleep deprivation on cognitive performance; Medicine; Psychology; Clinical psychology; Cognitive impairment; Gerontology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006322513,0.0001142974,0.0002584162,0.001291992,0.0001084267,0.00007086408,0.0001053071,0.00006955136,0.003377184],"category_scores_gemma":[0.0007896865,0.0001008598,0.0001090288,0.001317943,0.00005506702,0.0002144633,0.00006745429,0.0009019906,0.00002434775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297858,"about_ca_system_score_gemma":0.001814174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002055152,"about_ca_topic_score_gemma":0.00003148513,"domain_scores_codex":[0.9948534,0.0007813135,0.0006069234,0.0002646279,0.003056931,0.0004368543],"domain_scores_gemma":[0.9957609,0.0006665288,0.0001040913,0.000120038,0.003126547,0.0002218923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00719232,0.001580633,0.8158418,0.00005423551,0.00009055662,0.0006792577,0.0004503792,0.0001458368,0.02717167,0.0001617066,0.000474667,0.1461569],"study_design_scores_gemma":[0.009525791,0.001469372,0.9795468,0.001268203,0.000005984241,0.0001585454,0.001681499,0.0009128144,0.004676251,0.0004622378,0.0002054369,0.0000870725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926929,0.000465409,0.002697155,0.001553606,0.00007549998,0.0005835536,0.000008059231,0.000004601307,0.001919152],"genre_scores_gemma":[0.9929907,0.0002318982,0.005734955,0.0003477735,0.0002708047,0.00007163173,0.00006842986,0.00001731032,0.0002665087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163705,"threshold_uncertainty_score":0.9975339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2397498968376144,"score_gpt":0.5141825509997168,"score_spread":0.2744326541621024,"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."}}