{"id":"W2064144676","doi":"10.7205/milmed-d-11-00185","title":"Former Combatants in Liberia: The Burden of Possible Traumatic Brain Injury Among Demobilized Combatants","year":2012,"lang":"en","type":"article","venue":"Military Medicine","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Suicidal ideation; Psychiatry; Demobilization; Medicine; Mental health; Disarmament; Traumatic stress; Poison control; Population; Suicide prevention; Major depressive disorder; Environmental health; Mood","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002108607,0.0002297051,0.0005744318,0.0002079575,0.0001007601,0.000001610458,0.0003346336,0.0001707056,0.003348011],"category_scores_gemma":[0.0003109294,0.0001469301,0.00006125511,0.00052756,0.0004901533,0.0002233355,0.00003342929,0.0003520256,0.00007553171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004416523,"about_ca_system_score_gemma":0.00004516303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482213,"about_ca_topic_score_gemma":0.003345821,"domain_scores_codex":[0.9972821,0.0004863996,0.0009763991,0.0002577852,0.0003345801,0.000662772],"domain_scores_gemma":[0.9981285,0.000711964,0.0001527561,0.0006934558,0.00005413453,0.0002591557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009589194,0.000697333,0.5114465,0.0005297313,0.0001762426,0.00002027597,0.36573,0.00001009941,0.0005567198,0.0009407127,0.1043171,0.0146163],"study_design_scores_gemma":[0.003480661,0.0004857602,0.974701,0.0003142317,0.00005296729,0.00001881742,0.01831023,0.000224052,0.0000535401,0.0005706938,0.001632275,0.0001557342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826325,0.008769952,0.00003986097,0.002705614,0.0009420872,0.0009620856,0.00003762247,0.00003542216,0.003874896],"genre_scores_gemma":[0.9974449,0.0001091359,0.00006334974,0.0007990033,0.0004182208,0.00009956332,0.00006356375,0.00002689986,0.0009754053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4632545,"threshold_uncertainty_score":0.9975631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03875597397023421,"score_gpt":0.3525595428665685,"score_spread":0.3138035688963343,"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."}}