{"id":"W3012056516","doi":"10.1016/j.psychres.2020.112932","title":"On the nature of objective and perceived cognitive impairments in depressive symptoms and real-world functioning in young adults","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Psychology; Cognition; Neurocognitive; Depression (economics); Neuropsychology; Clinical psychology; Beck Depression Inventory; Neuropsychological assessment; Psychiatry; Anxiety","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":[],"consensus_categories":[],"category_scores_codex":[0.0006823662,0.000100753,0.0002477553,0.0002521798,0.0001165782,0.000009425959,0.00004031916,0.0001019059,0.00001753843],"category_scores_gemma":[0.0003387052,0.00007355113,0.00002972165,0.000641272,0.0001279978,0.00004479519,0.00005995597,0.001274018,0.00000333619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215265,"about_ca_system_score_gemma":0.0003335845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003492814,"about_ca_topic_score_gemma":0.004599751,"domain_scores_codex":[0.998313,0.0003405301,0.0002311013,0.0003395024,0.0004065785,0.0003693441],"domain_scores_gemma":[0.9989702,0.0005164429,0.00004612249,0.0001029509,0.00009320232,0.0002711173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00460248,0.0001285939,0.9873257,0.0004348169,0.00001746653,0.00001663204,0.005412742,2.627299e-7,0.00005375491,0.0001310824,0.0001857113,0.001690784],"study_design_scores_gemma":[0.003566241,0.00123328,0.9822432,0.001317561,0.00001013654,0.00001922386,0.01121052,0.0001556703,0.00001808835,0.0001674514,0.000005448007,0.00005311021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852117,0.0007012362,5.166389e-7,0.004847394,0.0001332045,0.001409175,0.00001990923,0.000008002751,0.007668842],"genre_scores_gemma":[0.9982195,0.0005642184,0.00001495236,0.0009281161,0.0001199855,0.00008624094,0.00001154198,0.00001318249,0.00004220803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300783,"threshold_uncertainty_score":0.5535043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541435596937109,"score_gpt":0.3881970182796701,"score_spread":0.362782662310299,"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."}}