{"id":"W2016612057","doi":"10.1159/000215390","title":"Minimizing Misdiagnosis: Psychometric Criteria for Possible or Probable Memory Impairment","year":2009,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; BC Mental Health & Substance Use Services; University of British Columbia; Alberta Health Services","funders":"National Academy of Neuropsychology","keywords":"Recall; Memory impairment; Logical address; Dementia; Psychology; Cognitive impairment; Cognition; Cohort; Psychometrics; Disease; Audiology; Clinical psychology; Medicine; Psychiatry; Cognitive psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005590516,0.0003813198,0.0004933087,0.0007915835,0.0003703323,0.0001663706,0.0001141153,0.0001187708,0.0009537381],"category_scores_gemma":[0.0003532981,0.0003158977,0.0002415879,0.00122929,0.00009912274,0.000253969,0.00005891609,0.000164534,0.00002700165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004496394,"about_ca_system_score_gemma":0.0001834984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000162653,"about_ca_topic_score_gemma":0.00001783252,"domain_scores_codex":[0.9973293,0.00009195504,0.0004909511,0.0007569251,0.0004697233,0.0008611766],"domain_scores_gemma":[0.9986729,0.0002607193,0.0001416024,0.000183845,0.0003890745,0.0003518427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009468275,0.005138792,0.2000115,0.0009336767,0.001421689,0.0000512174,0.0009493683,5.355881e-7,0.001423571,0.00008356674,0.01799108,0.7625268],"study_design_scores_gemma":[0.02352202,0.01069849,0.9466966,0.0003600602,0.002403024,0.0000551333,0.004541706,0.0002907904,0.002557201,0.001461802,0.006609648,0.0008035579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721413,0.006036225,0.004292172,0.002675202,0.000285467,0.005550695,0.00007956213,0.0001449644,0.008794381],"genre_scores_gemma":[0.9908801,0.002660037,0.001798881,0.001613761,0.0001802355,0.000779634,0.0001830153,0.00003833643,0.001865962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7617232,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132598871428018,"score_gpt":0.3365858527182362,"score_spread":0.3152598640039559,"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."}}