{"id":"W2043867833","doi":"10.1080/138540491005857","title":"Sensitivity of Computerized Neuropsychological Screening in Depressed University Students","year":2006,"lang":"en","type":"article","venue":"The Clinical Neuropsychologist","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Riverview Hospital","funders":"American Psychological Association","keywords":"Neuropsychology; Depression (economics); Psychology; Clinical psychology; Cognition; Neuropsychological assessment; Cognitive impairment; Psychiatry; Medicine","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"],"consensus_categories":[],"category_scores_codex":[0.002483189,0.0004370048,0.000803876,0.0003134107,0.0001931578,0.00004962549,0.001274787,0.0003526061,0.0006918845],"category_scores_gemma":[0.001199723,0.0003329137,0.0003723413,0.001683147,0.00157013,0.0001235892,0.0004807382,0.00109293,0.000217038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001982564,"about_ca_system_score_gemma":0.00002029973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005559459,"about_ca_topic_score_gemma":0.00007241026,"domain_scores_codex":[0.9911321,0.005129934,0.001163007,0.001383657,0.0005209211,0.0006703984],"domain_scores_gemma":[0.9918671,0.005808652,0.0007152617,0.001236983,0.0002188738,0.0001531119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00312563,0.005195101,0.909511,0.000008235354,0.0001019106,0.0008459503,0.00008136671,0.00005425393,0.0002045788,0.0002920073,0.01921998,0.06135993],"study_design_scores_gemma":[0.004920691,0.0004504705,0.962918,0.00003532042,0.00005836652,0.0000617655,0.0001515367,0.00005228297,0.00001116134,0.0003958244,0.03065427,0.0002902869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723616,0.0002061526,0.009829788,0.0008044214,0.002201782,0.000710136,0.0001717646,0.0002221506,0.01349215],"genre_scores_gemma":[0.9958723,0.0006745689,0.0008568995,0.001109312,0.0004119774,0.00001268009,0.00005028218,0.00005061529,0.000961394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06106964,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.097319110101521,"score_gpt":0.4114042969981461,"score_spread":0.3140851868966251,"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."}}