{"id":"W4409295594","doi":"10.1016/j.biopsych.2025.02.301","title":"64. The Relation Between Evidence Accumulation and Transdiagnostic Electroencephalogram Indicators in Youth","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Relation (database); Clinical psychology; Computer science; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00654263,0.0002074093,0.0005103099,0.00575553,0.0006185044,0.001894824,0.000589652,0.0007265242,0.00309216],"category_scores_gemma":[0.09212634,0.0003038913,0.0008752667,0.004255466,0.0005175923,0.00169429,0.001460303,0.001249939,0.0003067939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007488482,"about_ca_system_score_gemma":0.001716337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196105,"about_ca_topic_score_gemma":0.01600938,"domain_scores_codex":[0.9963365,0.0008576175,0.001115249,0.0003069131,0.001073875,0.0003099019],"domain_scores_gemma":[0.8928608,0.04925849,0.03802641,0.0025065,0.01235881,0.004989094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005344489,0.00001977818,0.9939732,0.00003740485,0.00007846838,0.00009091378,0.0001725314,0.00005301239,0.0000683746,0.00009668782,0.0001378661,0.00521829],"study_design_scores_gemma":[0.000004031207,0.00005831041,0.9984251,0.00009175493,0.00008863296,0.0002629014,0.0003132608,0.0001536862,0.00008763286,0.0001406413,0.000369481,0.000004567516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871619,0.004112863,0.0004552829,0.001758249,0.00007267526,0.00004246604,0.001452668,0.00002331563,0.004920483],"genre_scores_gemma":[0.9982342,0.0007683759,0.0003402481,0.00008371747,0.00003166455,0.00001153291,0.0002737333,0.000004980561,0.0002515977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01196105,"threshold_uncertainty_score":0.03460109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06409808966943611,"score_gpt":0.3418717817716296,"score_spread":0.2777736921021935,"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."}}