{"id":"W3165559107","doi":"10.1016/j.neubiorev.2021.05.022","title":"A unifying translational framework to advance treatment research for comorbid PTSD and substance use disorders","year":2021,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; National Institutes of Health; Rutgers, The State University of New Jersey","keywords":"Research Domain Criteria; Psychology; Addiction; Translational research; Cognition; Clinical psychology; Intervention (counseling); Extant taxon; Psychotherapist; Developmental psychology; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007483761,0.001343837,0.003285326,0.003484782,0.0007231513,0.003199547,0.001945984,0.00304714,0.004449083],"category_scores_gemma":[0.006785881,0.0003512047,0.00175085,0.001900823,0.001532174,0.003346949,0.002923756,0.005362973,0.001762411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011754,"about_ca_system_score_gemma":0.01313979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925718,"about_ca_topic_score_gemma":0.004358662,"domain_scores_codex":[0.9985794,0.0004929419,0.0002428646,0.0001696293,0.0003692269,0.0001459799],"domain_scores_gemma":[0.996854,0.001684958,0.0002572113,0.0001523892,0.0008230443,0.0002284885],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001530947,0.000278758,0.0003431893,0.03680822,0.0003493332,0.0001380022,0.0001884149,0.0002692727,0.001134858,0.0305957,0.0578009,0.8719402],"study_design_scores_gemma":[0.000227629,0.0005070004,0.001937659,0.05623712,0.001199415,0.0006786565,0.0003729277,0.0002761479,0.0004962659,0.02276991,0.9152485,0.00004878225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001403355,0.9878927,0.001177864,0.00701364,0.001677446,0.00009915339,0.00007638838,0.00003839679,0.001883977],"genre_scores_gemma":[0.001912452,0.9882579,0.003791338,0.004113405,0.001189537,0.0001116893,0.0001531607,0.000007133386,0.0004634164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9925162,"threshold_uncertainty_score":0.03957838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.693124319173786,"score_gpt":0.6129888735486204,"score_spread":0.08013544562516561,"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."}}