{"id":"W2317004248","doi":"10.4088/jcp.15m10101","title":"Late-Life Exacerbation of PTSD Symptoms in US Veterans","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Psychiatry; Exacerbation; Cohort; Population; Logistic regression; Demography; Internal medicine","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":[0.00440996,0.0001198723,0.000514738,0.0001589216,0.00002731628,0.000007264151,0.000684811,0.0001804553,0.001262367],"category_scores_gemma":[0.0009296548,0.0000611443,0.0002604227,0.0002006662,0.0002719729,0.0001093404,0.00004204697,0.0005564381,0.0001368013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001741384,"about_ca_system_score_gemma":0.0002212655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009044477,"about_ca_topic_score_gemma":0.000104807,"domain_scores_codex":[0.9956574,0.00133401,0.002110702,0.0001337671,0.0004811179,0.0002830187],"domain_scores_gemma":[0.9956868,0.002551518,0.0009934165,0.0004826198,0.0001275422,0.0001580676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002923756,0.001101621,0.9421991,0.00003117694,0.0003103498,0.00000547833,0.0009883983,0.00002135493,0.0001119952,0.002070168,0.005204405,0.04503217],"study_design_scores_gemma":[0.005909837,0.001003977,0.9845802,0.000344094,0.00005609534,0.0000237356,0.0004319426,0.00001629122,0.00001168694,0.006938724,0.0005943585,0.00008909984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817315,0.001178659,0.0005174483,0.008521362,0.002632634,0.0001560428,0.00000747325,0.000006530053,0.005248404],"genre_scores_gemma":[0.998353,0.0002864333,0.0001636844,0.0004075667,0.0004517161,0.000002295327,2.63263e-7,0.00001938156,0.0003156672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04494307,"threshold_uncertainty_score":0.9996506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232010353723452,"score_gpt":0.4693137815387584,"score_spread":0.3461127461664131,"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."}}