{"id":"W3088600878","doi":"10.1080/14789949.2020.1820067","title":"Systematic Review of Mental Health Problems and Violent Extremism","year":2020,"lang":"en","type":"article","venue":"Journal of Forensic Psychiatry and Psychology","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council; Public Safety Canada","keywords":"Mental health; Medical diagnosis; Context (archaeology); Psychology; Psychiatry; Clinical psychology; Medicine; Geography; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007845442,0.001510171,0.007056334,0.01753871,0.0009053512,0.002868927,0.001853726,0.001676914,0.006204729],"category_scores_gemma":[0.04945216,0.001126818,0.006679971,0.01601889,0.001122007,0.002075676,0.002065366,0.001164388,0.0003704265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004368735,"about_ca_system_score_gemma":0.01778927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01861996,"about_ca_topic_score_gemma":0.05598184,"domain_scores_codex":[0.9904118,0.002955375,0.00414242,0.0006423406,0.001564353,0.0002835912],"domain_scores_gemma":[0.9690572,0.02206643,0.00536438,0.0005041498,0.002634475,0.0003732801],"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":[0.0001201727,0.00001085392,0.0009073107,0.9647977,0.007468903,0.0001117789,0.0002316953,0.00007376492,0.00008959464,0.0002044312,0.001723609,0.0242602],"study_design_scores_gemma":[0.0001460169,0.0001347569,0.005403734,0.9373305,0.03912926,0.00034577,0.0003582754,0.00005097655,0.00009664749,0.0002808018,0.01669448,0.00002887289],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001855903,0.995181,0.0001873374,0.0003281757,0.0001744622,0.0005964219,0.001174857,0.00001320274,0.0004885254],"genre_scores_gemma":[0.01726516,0.9795253,0.0007714348,0.0005701956,0.00009412512,0.0008764662,0.0006790287,0.000007864662,0.0002104776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01861996,"threshold_uncertainty_score":0.04149121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814761672983217,"score_gpt":0.3427873165124741,"score_spread":0.3146396997826419,"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."}}