{"id":"W2330661035","doi":"10.1177/0706743716628853","title":"Disability and Mental Disorders in the Canadian Armed Forces","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Armed Forces","funders":"","keywords":"Panic disorder; Psychiatry; Anxiety; Generalized anxiety disorder; Mental health; Population; National Comorbidity Survey; Psychology; Medical model of disability; Clinical psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001250766,0.0001272977,0.0001557549,0.0001850583,0.0004397731,0.00009184441,0.0007724008,0.00008402723,0.001001902],"category_scores_gemma":[0.0001017989,0.00006116369,0.00007658956,0.0002135835,0.0009023951,0.00009615005,0.00001035013,0.0003629566,0.00002893324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886932,"about_ca_system_score_gemma":0.001662217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8117978,"about_ca_topic_score_gemma":0.9997876,"domain_scores_codex":[0.998248,0.0004269983,0.0003440231,0.0001411177,0.0002512814,0.0005885972],"domain_scores_gemma":[0.9987088,0.0002352587,0.0001158878,0.0003772711,0.00003050298,0.0005322117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002970664,0.00003599675,0.9510475,0.000006976753,0.00005351708,0.000007564154,0.004573098,4.121246e-7,8.208756e-7,0.02148554,0.009699664,0.01305919],"study_design_scores_gemma":[0.0008871652,0.0001101218,0.9368513,0.00005354444,0.00001314856,0.0001301984,0.005432436,0.000001524812,4.942866e-7,0.04805326,0.008368066,0.00009876419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7666134,0.001453653,0.000002138464,0.2164196,0.001042255,0.0003048713,0.00005271611,0.00000197848,0.01410943],"genre_scores_gemma":[0.9989699,0.00002460464,0.00004054439,0.0006461646,0.0001455006,0.00001310614,8.699665e-7,0.00001390694,0.0001454022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323565,"threshold_uncertainty_score":0.9999113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041273193857906,"score_gpt":0.3296037121181554,"score_spread":0.2991909801795763,"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."}}