{"id":"W4289768517","doi":"10.21061/jvs.v8i3.345","title":"Breaking Ranks: How Medically Released Canadian Military Veteran Men Understand the PTSD Diagnosis","year":2022,"lang":"en","type":"article","venue":"Journal of Veterans Studies","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Masculinity; Military service; Hegemonic masculinity; Psychology; Military psychology; Distress; Moral injury; Military personnel; Psychiatry; Social psychology; Clinical psychology; Political science; Law; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001777291,0.0002106472,0.0004937994,0.0003706621,0.0009693464,0.00004406042,0.0008283019,0.00005098743,0.001206917],"category_scores_gemma":[0.0005000986,0.0001456087,0.0002509383,0.0003526114,0.0003380707,0.0001135505,0.0001286061,0.0008711254,0.000008217675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375643,"about_ca_system_score_gemma":0.0002626973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02713769,"about_ca_topic_score_gemma":0.03927493,"domain_scores_codex":[0.9964429,0.001141579,0.0005535001,0.0002249334,0.001019542,0.0006175475],"domain_scores_gemma":[0.9972157,0.001736393,0.0002155282,0.0003735652,0.0002069181,0.0002518225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001541003,0.0007223808,0.02930631,0.0002025068,0.009298335,0.004360254,0.3906806,0.0001759926,0.00009351984,0.0007963286,0.4740749,0.08874787],"study_design_scores_gemma":[0.009912416,0.003621295,0.1134364,0.0004583018,0.0006520437,0.001982728,0.7312036,0.0001316487,0.0000208152,0.002850038,0.1350237,0.0007070713],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976717,0.08374504,0.0001190894,0.105786,0.001977053,0.0006665302,0.0001466641,0.00002505546,0.009862806],"genre_scores_gemma":[0.9964095,0.001764587,0.00007165444,0.001153114,0.0001978204,0.0001150703,0.000002434686,0.00003121367,0.0002546446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3405229,"threshold_uncertainty_score":0.9997061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598269943326646,"score_gpt":0.3982119446371502,"score_spread":0.2383849503044856,"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."}}