{"id":"W4404301632","doi":"10.1177/15500594241294021","title":"Electrocortical Profiles in Relation to Childhood Adversity and Depression Severity: A Preliminary Report","year":2024,"lang":"en","type":"article","venue":"Clinical EEG and Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Electroencephalography; Depression (economics); Psychology; Severity of illness; Psychiatry; Coherence (philosophical gambling strategy); BETA (programming language); Clinical psychology; Internal medicine; Audiology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006744995,0.0001211072,0.0001789318,0.0001128834,0.0002276101,0.00008142499,0.0001106678,0.00007255138,0.000002175278],"category_scores_gemma":[0.03296132,0.0001035855,0.00003895812,0.0005608202,0.0003408403,0.0003587492,0.0003711121,0.0003894456,0.000008039988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001867911,"about_ca_system_score_gemma":0.00007397486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005176056,"about_ca_topic_score_gemma":0.000004115215,"domain_scores_codex":[0.9978443,0.0001654339,0.000326993,0.00114449,0.0002721351,0.0002466278],"domain_scores_gemma":[0.9956488,0.003951552,0.00004018932,0.0001792075,0.00001809634,0.0001621805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008002101,0.001030447,0.6694051,0.0001704515,0.000005610725,0.003427668,0.001076857,0.0001021704,0.2278066,0.002801504,0.00461422,0.08875918],"study_design_scores_gemma":[0.0001532231,0.0004523326,0.9873186,0.00007469217,0.000007245746,0.0004110049,0.00001517888,0.004979606,0.002985513,0.00098822,0.002482913,0.0001314479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935691,0.0001358393,0.0003771462,0.004514598,0.0006803623,0.0003227734,0.000003973299,0.0001056649,0.0002904846],"genre_scores_gemma":[0.9960018,0.0001950311,0.0001111842,0.003420908,0.00006424087,0.00002029993,3.411147e-7,0.000007907979,0.0001782628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3179135,"threshold_uncertainty_score":0.9751844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04488183206674589,"score_gpt":0.338098900340014,"score_spread":0.2932170682732681,"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."}}