{"id":"W6997114346","doi":"","title":"Trust me, I’m a validated test!?: Unseen mild (cognitive) impairment and the use of the MoCA in an old age psychiatry setting.","year":2022,"lang":"en","type":"dissertation","venue":"Pure Amsterdam UMC","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Test (biology); Referral; Montreal Cognitive Assessment; Neuropsychology; Gold standard (test); Cognitive impairment; Presentation (obstetrics); Neuropsychological assessment","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":[0.008207989,0.0003840906,0.0006440385,0.00170711,0.00116646,0.002209214,0.0008927559,0.001908012,0.00228949],"category_scores_gemma":[0.0473986,0.0002641238,0.0005248194,0.000956216,0.001382325,0.002885318,0.001233088,0.002702469,0.0013231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209156,"about_ca_system_score_gemma":0.002183964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057661,"about_ca_topic_score_gemma":0.01344969,"domain_scores_codex":[0.9945238,0.002393346,0.0007070721,0.0004625522,0.001580162,0.0003331912],"domain_scores_gemma":[0.9835131,0.006081959,0.003883029,0.0007224561,0.003920264,0.001879304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000450302,0.000288498,0.7999985,0.0005267576,0.000203632,0.006998402,0.003751731,0.0001652352,0.0006459597,0.001845429,0.04702527,0.1381003],"study_design_scores_gemma":[0.00005787017,0.0007676997,0.8951962,0.002844337,0.0003583727,0.04009508,0.01033898,0.002155914,0.001026946,0.009241038,0.03759599,0.0003216394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819135,0.04707931,0.008307973,0.109098,0.00474992,0.0003871156,0.001494667,0.0003403776,0.04662914],"genre_scores_gemma":[0.9814269,0.003741874,0.004733099,0.006716846,0.0008565762,0.00008176777,0.0003455238,0.00004662921,0.002050822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057661,"threshold_uncertainty_score":0.04340851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09688469002294194,"score_gpt":0.3908262233681346,"score_spread":0.2939415333451926,"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."}}