{"id":"W2021019869","doi":"10.1002/hbm.20414","title":"An fMRI study of prefrontal brain activation during multiple tasks in patients with major depressive disorder","year":2007,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Medical Research Council; National Alliance for Research on Schizophrenia and Depression; Pfizer","keywords":"Task (project management); Cognition; Psychology; Prefrontal cortex; Working memory; Brain activity and meditation; Effects of sleep deprivation on cognitive performance; Elementary cognitive task; Major depressive disorder; Neuroscience; Audiology; Cognitive psychology; Medicine; Electroencephalography","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":[0.0001494503,0.0001674668,0.0001970809,0.0002012591,0.0003436944,0.00001782101,0.0001948243,0.00004602394,0.0000126328],"category_scores_gemma":[0.0001059725,0.0001386662,0.00002226168,0.0002577636,0.0001083821,0.0003387768,0.0000798267,0.0001921888,0.00000170634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003656956,"about_ca_system_score_gemma":0.000003464079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001563676,"about_ca_topic_score_gemma":0.001133135,"domain_scores_codex":[0.9985288,0.0001295327,0.0003016667,0.0004869102,0.0002489432,0.0003041601],"domain_scores_gemma":[0.9993643,0.00014678,0.0001806455,0.0002324621,0.00003267073,0.0000431509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202032,0.0009300189,0.5398621,0.00000821392,0.000003227362,0.000008916178,0.002531975,0.00001586318,0.456229,0.000002870724,0.000008952568,0.0002786288],"study_design_scores_gemma":[0.004419276,0.0006009654,0.9732283,0.00003961335,0.00000443056,7.454463e-7,0.002036625,0.000005396193,0.01946645,0.00002385465,0.000007286612,0.000167105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988501,0.000001988809,0.00007241126,0.00009789086,0.00004586539,0.0007988501,0.000003979361,0.00004646587,0.00008242665],"genre_scores_gemma":[0.9996503,7.99508e-8,0.00002360096,0.0001641008,0.00002490923,0.00002710712,0.000005433723,0.00001782569,0.00008663353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4367626,"threshold_uncertainty_score":0.5654646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05931711059594433,"score_gpt":0.3311380192942234,"score_spread":0.2718209086982791,"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."}}