{"id":"W1516519546","doi":"10.1177/070674371405900707","title":"A Sex-Specific Comparison of Major Depressive Disorder Symptomatology in the Canadian Forces and the General Population","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; University of Manitoba","funders":"","keywords":"Major depressive disorder; Population; Psychology; Psychiatry; Depression (economics); Clinical psychology; Medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106748,0.0004394892,0.00045596,0.002017053,0.001731458,0.00067684,0.0008590717,0.0003749693,0.001715475],"category_scores_gemma":[0.002484117,0.0002841338,0.0007606626,0.002772062,0.0004526564,0.0002303556,0.0006075279,0.0003148645,0.000136595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007716022,"about_ca_system_score_gemma":0.009990265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649598,"about_ca_topic_score_gemma":0.9767363,"domain_scores_codex":[0.9990746,0.00007821181,0.00004596248,0.0001806363,0.0004153938,0.0002051129],"domain_scores_gemma":[0.9992392,0.00005746093,0.0001420489,0.0000429239,0.0003713533,0.000146912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001458587,0.00002306977,0.9922268,0.00005886557,0.0003239846,0.00005077275,0.000283787,0.00005806508,0.0003608991,0.00007288643,0.0008253228,0.005569694],"study_design_scores_gemma":[0.000006891113,0.00002219071,0.9993582,0.00000715908,0.00003280041,0.00002514084,0.0001786862,0.00003418808,0.00001491031,0.00000726689,0.0003097995,0.000002855082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931518,0.0011404,0.0001503643,0.0001368195,0.00002189155,0.00007063324,0.00349827,0.000008237108,0.001821594],"genre_scores_gemma":[0.9954406,0.0007669083,0.0002637052,0.00009162253,0.00001081804,0.00003981285,0.003000642,0.000004093592,0.0003817696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0350402,"threshold_uncertainty_score":0.07049304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296207609167891,"score_gpt":0.3353457568889677,"score_spread":0.3057249959721786,"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."}}