{"id":"W4412828844","doi":"10.1016/j.neubiorev.2026.106699","title":"Neuromarkers of Post-Traumatic Stress Disorder: A Systematic Review of Positron Emission Tomography Studies","year":2025,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shahid Beheshti University of Medical Sciences","keywords":"Positron emission tomography; Traumatic stress; Nuclear medicine; Medicine; Brain positron emission tomography; Psychology; Medical physics; Preclinical imaging; Clinical psychology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004082843,0.001362076,0.00567062,0.01050719,0.0004774122,0.001885011,0.001499899,0.001310427,0.004288257],"category_scores_gemma":[0.01606253,0.0007731152,0.005224796,0.01156859,0.000636996,0.001561674,0.001258199,0.0008024097,0.0003520696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022771,"about_ca_system_score_gemma":0.006314859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005509977,"about_ca_topic_score_gemma":0.01330673,"domain_scores_codex":[0.9965108,0.0008610587,0.001651128,0.0003389009,0.0005282073,0.0001099622],"domain_scores_gemma":[0.9847173,0.01100407,0.002813253,0.0002092412,0.001107596,0.0001484553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001745988,0.00001204122,0.0007936391,0.9383467,0.004947395,0.000180019,0.0001606618,0.00007641067,0.0001952922,0.0001848469,0.001489045,0.05343935],"study_design_scores_gemma":[0.0001754736,0.0002008209,0.007800533,0.8914562,0.06273061,0.001132954,0.0002819484,0.00006830208,0.0002464377,0.0003430816,0.03552001,0.0000436832],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004477058,0.9989426,0.00006522105,0.0001161391,0.00004283069,0.00006125987,0.0002047235,0.000003842327,0.0001157843],"genre_scores_gemma":[0.004586473,0.9946194,0.0002243244,0.0001978942,0.00004028102,0.0001263076,0.0001484844,0.000002580594,0.0000542332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01050719,"threshold_uncertainty_score":0.02159238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09337392687680018,"score_gpt":0.3973441287701537,"score_spread":0.3039702018933535,"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."}}