{"id":"W4396237720","doi":"10.1016/j.biopsych.2024.02.083","title":"Causal Network Localization of Novel Brain Stimulation Targets for Transdiagnostic Trait Anxiety","year":2024,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Trait anxiety; Neuroscience; Anxiety; Stimulation; Trait; Psychology; Brain stimulation; Deep brain stimulation; Clinical psychology; Medicine; Psychiatry; Computer science; Internal medicine; Disease","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":[0.0006339094,0.0003592132,0.0001993452,0.0005439229,0.0003780602,0.0006106116,0.0003665255,0.0004216583,0.003602461],"category_scores_gemma":[0.003691346,0.0001550002,0.0003166874,0.000333268,0.0004148168,0.0004650275,0.0003228232,0.0004964934,0.0001698544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004513763,"about_ca_system_score_gemma":0.0003159197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821225,"about_ca_topic_score_gemma":0.005501768,"domain_scores_codex":[0.9997922,0.00008254127,0.00001020111,0.0000535244,0.00002947009,0.00003216072],"domain_scores_gemma":[0.9989671,0.0006460172,0.0001912556,0.00006587408,0.00006679165,0.00006297816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006226691,0.0008503271,0.2155386,0.0009882813,0.001379775,0.003367326,0.00230862,0.01408249,0.5479969,0.02682758,0.004799721,0.1756336],"study_design_scores_gemma":[0.0003308792,0.0008844659,0.8781738,0.0001587219,0.0008768585,0.003905274,0.0008351872,0.04309214,0.03624,0.03270445,0.002733998,0.00006418248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463315,0.001059317,0.04401314,0.001167995,0.00008044594,0.00014827,0.001018961,0.0001201417,0.006060189],"genre_scores_gemma":[0.9965693,0.0001216426,0.002705951,0.00006181815,0.00002312394,0.00002923714,0.0001238023,0.00001288698,0.0003521894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003602461,"threshold_uncertainty_score":0.01205146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05907099206245386,"score_gpt":0.3045780330260847,"score_spread":0.2455070409636308,"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."}}