{"id":"W4409294689","doi":"10.1016/j.biopsych.2025.02.694","title":"456. Beyond Symptom Scales: Patient-Centered Insights into Deep Brain Stimulation Outcomes in Treatment-Refractory Post-Traumatic Stress Disorder","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Deep brain stimulation; Refractory (planetary science); Traumatic stress; Psychology; Medicine; Stimulation; Physical medicine and rehabilitation; Clinical psychology; Neuroscience; Internal medicine; Disease; Materials science","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":[0.00260163,0.0001964275,0.0004771245,0.000325668,0.0002830332,0.0009918644,0.0002995401,0.0003633325,0.003968734],"category_scores_gemma":[0.007840889,0.00006416504,0.0003759848,0.0004794617,0.0002995629,0.001020101,0.0004960005,0.0005357708,0.000556975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004363519,"about_ca_system_score_gemma":0.0008820229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000792068,"about_ca_topic_score_gemma":0.003861806,"domain_scores_codex":[0.9991235,0.000428409,0.0001054158,0.00006059215,0.0002225277,0.00005956714],"domain_scores_gemma":[0.997146,0.001329973,0.0006197793,0.0001125011,0.0004641039,0.0003277491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004542677,0.0008393048,0.1189566,0.001119165,0.0006883634,0.00009421379,0.001032322,0.0006784917,0.001835574,0.003534987,0.0151671,0.8515113],"study_design_scores_gemma":[0.001708702,0.003514782,0.9574889,0.001211673,0.0007944324,0.0002950041,0.001300259,0.001888247,0.001154822,0.009610025,0.02091623,0.0001168753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8305135,0.02589917,0.009399012,0.02089337,0.001367933,0.0008967782,0.008930371,0.0003053716,0.1017944],"genre_scores_gemma":[0.9814703,0.004654027,0.006545075,0.002418682,0.0003796304,0.0004718298,0.001289171,0.00003147926,0.002739816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003968734,"threshold_uncertainty_score":0.01375884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141558890517628,"score_gpt":0.340674202252241,"score_spread":0.3092586133470647,"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."}}