{"id":"W3038079752","doi":"10.1080/09540261.2020.1775428","title":"‘Brain fag’: a syndrome associated with ‘overstudy’ and mental exhaustion in 19th century Britain","year":2020,"lang":"en","type":"review","venue":"International Review of Psychiatry","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Promulgation; Anxiety; Mental health; Psychology; Developmental psychology; Psychiatry; Political science; Law","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":[0.0009114767,0.0004674119,0.001843771,0.0002486439,0.00004638261,0.0000184832,0.0005437874,0.0003290732,0.001447217],"category_scores_gemma":[0.0007972154,0.0003745796,0.0003846163,0.0006207852,0.0001368398,0.0001646591,0.00009647069,0.001021909,0.0001359812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003237638,"about_ca_system_score_gemma":0.000362368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006261587,"about_ca_topic_score_gemma":0.00006250659,"domain_scores_codex":[0.9962728,0.0006364638,0.001357731,0.0007276246,0.0007134615,0.0002919385],"domain_scores_gemma":[0.9975467,0.0005162244,0.001354481,0.0002971887,0.00006829499,0.0002171397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001388297,0.001767801,0.0006989348,0.06485124,0.002046906,0.0002776214,0.0002693853,4.340538e-8,4.724336e-8,0.01558047,0.1321266,0.7822422],"study_design_scores_gemma":[0.000702682,0.0002864549,0.0002951316,0.1167349,0.0005074252,0.000299264,0.00009513104,7.043409e-7,1.188031e-9,0.000121536,0.8806526,0.0003042159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001712607,0.9733653,0.00001433407,0.007534742,0.004784485,0.001151733,0.0002091976,0.00003407413,0.01288901],"genre_scores_gemma":[0.00008903799,0.9963626,0.0002150712,0.001847971,0.0002880043,0.0001387259,0.0004018515,0.00005271945,0.0006040694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.781938,"threshold_uncertainty_score":0.9998706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517185471458576,"score_gpt":0.376189672329973,"score_spread":0.3510178176153873,"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."}}